"So, you're *really* a bartender?" Maria asked, her voice barely a whisper. Across the small table, Jake’s eyes flickered, his face pale. All this time, she'd believed he was a high-powered lawyer, working long hours on complex cases. The expensive dinners, the talk of courtroom drama – all a carefully constructed fiction. Her shoulders slumped. The restaurant, with its soft lighting and hushed conversations, suddenly felt claustrophobic. She stared at her untouched meal. A bitter taste filled her mouth. She felt a need to escape.

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