I was in my dorm room, listening to music. The song changed and I suddenly felt a wave of nausea. A sense of disconnection washed over me, as if I were observing myself from a great distance. I was holding my phone in my hand, the screen displaying the email.

I went and stood in front of the mirror, searching for something in my face, some sign of the change. There was nothing. Just my ordinary face, staring back at me. I began to pace, the small confines of the room suddenly feeling like a prison.

The thought of all my work, all my progress, all my hopes, seemed to slip away. I needed to get out, to be anywhere other than where I was. I grabbed my keys and left.

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