He poured himself a glass of whiskey, the amber liquid sloshing over the rim of the glass. He took a large gulp, the burning sensation a welcome distraction from the churning inside him. The email was still open on his computer screen, a taunting reminder of his failure.

He’d known, of course, that rejection was a possibility. But he hadn't prepared himself for the sheer, suffocating disappointment. He felt his face heat, a wave of shame washing over him.

He slammed the glass down on the table, the force of the action startling him. He needed to get away, to escape the suffocating weight of this feeling, to be alone with his thoughts. He reached for the bottle again.

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