The email sat in her inbox, unread for nearly an hour. Amelia replayed the last conversation she had with Professor Davies, a casual exchange about the upcoming conference. She chewed on the inside of her cheek, a nervous habit she hadn't realized she still had. Her fingers danced over the mouse, hovering above the delete button. He had just… disappeared. Gone. Without a word. The thought sparked a chill that spread from her toes to the roots of her hair.

She finally clicked the email open. The short message confirmed her sinking feeling: *Retired, effective immediately. Best of luck.* No explanation, no forwarding of work, nothing. Just… *gone*. Amelia’s breath hitched. She felt a sudden, strange tightness in her chest, a pressure that squeezed the air from her lungs. She leaned back in her chair, the sudden silence of the office amplifying the pounding of her heart.

A bead of sweat trickled down her temple. She hadn't even thought to check his office. It was a pilgrimage, a daily ritual to sit at her desk and then visit him, even if it was just to ask for another coffee. Now, the thought of his empty office – the closed door, the lack of light – made her stomach churn.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228