The unearthed bottle was old, dusty, and corked. He had been digging in the garden, trying to clear the weeds when he'd found it. He'd never seen it before. The discovery of it made him feel unsettled.

Inside, he found a rolled-up scroll. The scroll contained a poem. The words were his. The style was his. He felt disoriented. He felt the need to flee.

He felt a deep sense of dread. He felt afraid. He had to sit down. He felt the world closing in. The bottle dropped from his hand and shattered.

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