The old family bible, its cover worn and faded, sat on the mantelpiece, casting a long shadow across the room. Her Uncle George, usually jovial, was unusually quiet, his eyes averted. The reason: the need to sell the bible to cover unexpected debt. She felt a profound sense of inadequacy, a deep ache in her chest. She remembered her father reading from it, his voice low and comforting. Her vision blurred, and the room seemed to spin. She clasped her hands together, a desperate attempt to find some semblance of control. The bible, the cornerstone of their family history, felt unbearably heavy.

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