The email sat in Eleanor's inbox, radiating a cold, unwelcome light. Professor Davies, her advisor, was resigning. Her stomach churned, a low, persistent thrumming. She reread the short message, the words blurring slightly. Her fingers tightened around her phone, knuckles whitening. She felt a sudden, inexplicable urge to scrub the sink in her cramped apartment, to bleach the world clean of this piece of news.

She slammed her laptop shut, the metallic clack echoing in the sudden quiet. The air in her small study felt thick, difficult to breathe. Outside, the wind howled, rattling the windowpanes. A profound sense of displacement washed over her, like being adrift on a vast, unforgiving ocean.

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