"So, what's up?" Mark asked, leaning against the doorway. Ethan just gestured vaguely at the closed laptop on his desk, his face pale. The air in the room felt thick and heavy, as if charged with static electricity. He couldn’t bring himself to meet his friend’s gaze.

He picked up a pen and began to tap it rhythmically against the desk, a nervous tick he rarely exhibited. He knew the impact of the decision. Now he would have to work more hours and his dreams of studying abroad might have to wait. He felt a wave of nausea, a physical manifestation of his distress. He needed to get through the day.

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