He’d called it a "fictionalized account," but the details were too specific. Sunlight, normally a comfort, felt harsh on Clara's skin. She rubbed her arms, a shiver running through her despite the warmth. Reading the passage about her "controlling nature," she felt a pressure build behind her eyes, a tightness that made it hard to breathe. Clutching the paperback to her chest, she paced the length of their small apartment, the worn rug doing little to soothe her restless feet. She needed air, needed to be away from the words that felt like a physical weight.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229