From the moment the news hit, John found himself oddly unable to concentrate. The presentation he was working on, previously his priority, now seemed utterly meaningless. He kept re-reading the headlines, the words “Sale Confirmed” taunting him. His hands wouldn’t stop trembling.

He pushed his chair back, the sudden motion making him feel dizzy. A knot tightened in his stomach, and he felt a desperate need to pace. He got up and walked to the window, staring out at the cityscape. It had always been a source of inspiration, but today, the buildings looked like looming threats.

John felt a deep, abiding sense of unease. He wanted to scream, to lash out, but instead, he remained silent, the tension building in his chest.

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