The caterer's assistant approached, offering him a tray of canapés. He swatted them away as if they were a swarm of insects. The noise of the party, the laughter, the clinking glasses, all felt amplified, an assault on his senses.

He found himself wandering toward the back entrance, the cool night air a welcome contrast to the stifling atmosphere inside. He lit a cigarette, the smoke a momentary distraction. He should feel happy for his mother. But, he only felt a strange sense of disquiet, as though the room was a stage, and he was forced into a role he couldn’t play.

He exhaled slowly, watching the smoke dissipate into the darkness. He felt a profound sense of isolation, a disconnection from everything around him. The speech felt like a death sentence.

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