The old house felt cold, despite the summer heat. โ€œI canโ€™t believe this,โ€ Amelia muttered, the draft letter of resignation shaking in her hand. Her Aunt Susan, the glamorous artist, the woman who lived life on her own terms, had hidden this. The words were a revelation, a blow to the gut.

The letter was filled with regret, with the quiet despair of dreams deferred. The elegant script, usually a source of comfort, now seemed to taunt her. A tight knot formed in her stomach. She felt a deep ache in her heart.

The room seemed to spin. She stumbled towards the window, gasping for air. The bright sunlight offered no solace. Her auntโ€™s carefully constructed world felt fragile, shattered by this one piece of paper. The world suddenly felt off-kilter.

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