The antique letter opener trembled in her hand, nearly slicing through the expensive, cream-colored paper. Sarah stared at the familiar, elegant script, her stomach twisting into knots. Twenty years. Two decades since the gala, since the humiliation. The apology felt like a fresh wound, the words twisting the knife she thought she'd buried deep. She slammed the letter down, a sharp crack echoing in the silent apartment. Her breath hitched, catching in her throat. She felt the sudden urge to pace, back and forth, the polished wood of her living room floor wearing thin under her agitated steps.

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