Her breath hitched in her chest as she watched her reflection in the dusty mirror. A hollow ache filled her, and her heart felt heavy. The accusations, false as she knew them to be, left her feeling vulnerable and exposed. She needed to feel like she was escaping. Picking up a battered copy of a classic novel, she sank into a chair.

A postcard fluttered to the floor. On one side, a picture of a sun-drenched beach. On the other, a brief note: "Wish you were here." The message, meant for someone else, struck a discordant note within her. The sunshine on the photograph felt like a cruel irony, a reminder of the carefree days that seemed so far away.

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