Rain lashed against the windows, mirroring the tempest within Leo. He tossed and turned, sleep eluding him. The music, a relentless thrumming, seemed to burrow into his skull. He slapped at his pillow, the soft material offering no comfort.

He pulled himself out of bed, his muscles stiff, his eyes gritty. He padded down the hall, each step heavy with resentment. The hallway, usually a haven of quiet, was now a corridor of discord.

He stopped outside the offending door, his hand hovering over the doorbell. His knuckles were white.

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