"You didn't really think..." Mark trailed off, the words catching in his throat. He’d just finished explaining the disastrous karaoke night to Jessica, the one where he'd frozen on stage and had been booed off. He felt a creeping heat in his cheeks as Jessica chortled, claiming he had "owned the stage". His stomach lurched. The details were crystal clear in his mind - the red light, the judging eyes, the mortifying silence that had followed his off-key singing. She had, in her version, clearly stolen the show. He felt completely adrift, lost in a sea of her false revisionism.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224