The young woman, Chloe, was eager to learn, and her enthusiasm was almost unbearable. Every query she made, every eager note she took, felt like a personal affront to Mark. A dull ache settled in his skull. He found himself avoiding her gaze, staring instead at the ceiling tiles, counting the smudges and imperfections.

He found himself getting increasingly terse, answering her questions with clipped sentences and curt gestures. He began to intentionally leave out key details in his explanations, enjoying the momentary look of confusion that flitted across her face. It was childish, he knew, but he couldn't seem to stop himself.

That night, he dreamt of a fire, consuming the office, the records, everything.

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