The pounding in Mark's head amplified the throbbing in his temples. He gripped the edge of the kitchen counter, trying to steady himself. He'd just seen Mr. Evans, the quiet man next door, loading suitcases into a private jet at the local airfield. A private jet.

He remembered Mr. Evans's old, unassuming car and the faded paint on his house. Mark had always assumed he was just a regular guy, maybe even struggling a bit like himself. Now he felt a wave of nausea, a dizzying sense of betrayal.

He sank into a chair, the room spinning. He couldn't even afford to fix his leaky faucet.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229