The announcement had come just before lunch. Now, in the break room, the usual chatter had evaporated. The air felt thick, heavy with unspoken anxieties. Mark picked at his sandwich, the food suddenly tasteless. He took a sip of his coffee, which now felt bitter.

He saw Mr. Henderson, his boss, standing by the coffee machine, his shoulders slumped. The sight of him, usually so composed, added to Mark’s unease. He looked at the other faces in the room, everyone avoiding eye contact, and felt a profound sense of isolation.

The clock on the microwave ticked, each second amplifying the strange, unfamiliar pressure building in his head. He pushed his plate away, suddenly unable to eat.

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