The message, brief and impersonal, crackled through the speakers. He stared at the glowing screen, the words a cold slap across his face. He'd poured his heart into the preparations, meticulously planning every detail. The feeling in his stomach was akin to freefalling, his breath hitched in his throat. He went to the fridge and grabbed a beer, the metal cold against his skin, a meagre consolation in the face of what had happened. He twisted the cap off with a force that far exceeded what was needed.

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