“Acquired.” The word echoed in David's mind, a harsh, dismissive sound. He sat frozen at his desk, staring blankly at the screen. The familiar glow of the monitor seemed cold and impersonal. He clenched his jaw, the muscles in his face tight.

He found himself tapping his pen against the desk, a frantic, repetitive motion that he couldn’t stop. The rhythmic sound only served to exacerbate the uncomfortable pressure in his chest. He felt a sudden urge to break something, to shatter the silent tension.

David abruptly stood up, pushing his chair away so hard it tipped over. He started pacing the length of his tiny office, his mind racing, his thoughts jumbled and chaotic.

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