The silence of the library pressed in on Liam. He saw the article online on his phone, and the sight of it made his eyes burn. His heart hammered in his chest, a frantic drumbeat against his ribs. He had spent months wrestling with the material, crafting a voice, only to have it stolen. The air felt thin, difficult to breathe.

He slammed the phone shut, the sound echoing in the otherwise quiet space. He pushed away from the table, abruptly abandoning the books he'd been using. The world felt tilted, unbalanced.

He walked aimlessly, his steps quick and erratic, the polished floors reflecting his agitated state. The meticulous order of the library, usually a source of comfort, now seemed to mock his inner turmoil. He pressed his palms against his temples, fighting the urge to scream.

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