The announcement crackled over the intercom during Professor Davies' lecture, its pronouncements a stark contrast to his usual calm cadence. Clara felt her stomach drop, a physical sensation like free-falling. She blinked rapidly, trying to clear the sudden blurriness in her vision. The room felt stifling, the air thick and heavy. Her breath hitched. The carefully crafted notes she'd been taking now seemed meaningless, the words blurring and swirling before her eyes. She wanted to bolt from the room, to escape the suffocating weight of the news.

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