The silence in the house was deafening. After finding the account, Mary felt a raw, stinging sensation in her chest, like a wound. Her daughter, Jessica, was being… someone else. Flirty and aggressive, confident in a way that seemed alien.

She walked from room to room, touching objects, as if searching for an anchor. The familiar comfort of her home now felt tainted, somehow unfamiliar. The walls seemed to close in on her.

She slumped onto the couch, her shoulders slumping forward. She wanted to scream, to cry, to break something, but the emotions were just… locked inside. She stared blankly at the television screen, the images flickering uselessly before her eyes.

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