The takeout container felt heavy in Sarah's hands, a stark contrast to the lightness in her chest only an hour before. She’d been so excited about celebrating Mark’s promotion. Now, parked outside his apartment, her stomach churned. The "VP of Marketing" title he’d been flaunting now felt like a cruel joke. He’d confessed, stammering, that he worked at a call center. The facade – the fancy dinners, the designer clothes – all built on a foundation of falsehood. She couldn't bring herself to go inside. The greasy smell of the noodles was suddenly unbearable, and she just wanted to get away.

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