The aroma of freshly baked bread usually filled Ethan with comfort, but today, the scent was cloying, almost sickening. He’d just received a call from his publisher; the allegations against his literary idol, Eleanor Vance, were true. His short story, "The Whispering Pines," had been shamelessly pilfered for Vance's latest work.

He pushed the plate of toast away, unable to eat. His stomach churned. He felt a deep hollowness, a sense of emptiness he couldn't explain. He walked through his house, a place that once held a sense of safety and creativity, and found only the echoes of a lost dream.

He went to the basement, to his writing room, the place where he normally felt the most alive. Now, the room felt like a tomb.

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