The attic felt like a tomb. Empty, cold, and heavy. The air itself seemed to press down on her chest. Amelia felt a cold sweat prickle her skin as she pushed the heavy door open. She told herself she was being silly, but a knot of tension coiled in her gut.

A small wooden chest sat tucked away in a corner. Carefully, she lifted the lid, revealing a collection of trinkets. A tarnished silver locket, a dried flower, a stack of letters tied with a faded ribbon. She reached out, her fingers trembling, and picked up the locket.

The sudden weight of the object in her hand made her want to drop it and run. She should have left this house alone.

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