The silence up there was maddening. Every creak of the floorboards echoed in her ears. Claire ran a hand through her hair, a nervous gesture she hadn't realized she was doing. She just needed to clear out this space.

A trunk. A huge, ornate trunk. She wrestled with the heavy clasp, the metal cold and unyielding beneath her fingertips. Inside, nestled among yellowed newspapers, she found a collection of old clothes. Dresses, coats, hats. She didn't want to touch them, but she had to.

She lifted a dress, the fabric fragile and brittle. An unsettling feeling, like an unwelcome guest, settled upon her. The house felt less like hers now. The air was thick.

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