The attic felt stifling, the dust a physical presence choking Amelia. The photos, unearthed from a forgotten trunk, showed her great-aunt, the saintly woman whoโ€™d raised her mother, draped in furs, flashing a knowing smile at a man sheโ€™d never mentioned. A man who was most definitely not her husband.

Amelia's head throbbed. This wasn't just a deviation from the narrative; it was a complete demolition of everything she thought she knew. The woman's gentle kindness, the calm demeanor -- all cast in a new, uncharitable light. She had to sit down, a growing dizziness threatening to pull her under.

Her hands began to tremble. Her whole life had been built on a foundation of sand.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229