The constant buzzing of the phone, always in the same secluded corner of the house, had become a dull, persistent ache in Olivia’s head. She found the receipts, hidden deep in a drawer. Hotel stays, expensive dinners, all documented with meticulous detail. Her husband, Mark, had been working late a lot recently.

She walked through the house, each room suddenly feeling unfamiliar, tainted by a secret she didn't want to know. The cozy living room, the shared bedroom, the kitchen where they'd eaten so many meals together – all now felt alien. She felt an overwhelming need to run, to escape the suffocating weight of suspicion.

She paced the bedroom floor, feeling the sting of tears behind her eyelids.

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