The silence of the house was a physical weight, pressing down on her shoulders. Her husband's unexpected travels left her alone, and she was left with the house's silent judgment. The discovery was the last thing she needed.

The hidden space was accessed by a panel in the attic. Inside, there was a collection of old photographs. She didn't want to look, but she found herself picking them up, one by one. Each picture told a story, each one more unsettling than the last.

She felt a cold dread creep into her bones. Her breath hitched, and a wave of nausea washed over her. She could feel the world closing in, squeezing the air from her lungs. She dropped the photographs, her hands shaking.

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