The envelope felt strangely heavy in David's hand, as though holding a brick of guilt. He’d found it in a box of old keepsakes, a relic from a past he’d worked hard to outrun. He sat down on the edge of the bed, the mattress sinking under his weight. He swallowed hard, trying to dislodge the lump in his throat. He felt a sharp throb in his temples, a headache threatening to erupt. He pulled at the collar of his shirt, desperately needing some air. He needed to be alone, to deal with this, to understand why he felt this sudden, crushing weight.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229