The silence in the library, once a source of comfort, was now a torment. Emily sat in a corner, hidden behind a towering stack of books. Each rustle of pages, each whispered conversation, was a piercing disruption to her already fragile state.

She kept checking her phone, her thumb hovering over the "delete" button. But what would that change? The words were out there, circulating, forever.

Her vision blurred. A single tear traced a path down her cheek. She scrubbed at it, leaving streaks on her skin. The weight of it all was crushing.

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