I felt a coldness creep into my bones. The words, so carefully phrased, so businesslike, struck me like a physical blow. The building I called home, the place I thought I would always be, was going condo. I had known something was coming, but I still felt the familiar sting of betrayal.

I stood in the middle of my living room, unable to move. My hands trembled. My throat felt thick. I hated the thought of having to find a new place. I hated the thought of leaving.

The walls of my apartment seemed to shrink, closing in on me. The comfortable furniture now felt like mocking reminders of what I was about to lose. I couldn't breathe.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290