The house felt too small, the air thick with unspoken things. After the discovery, Claire had retreated to her bedroom, the box of papers a heavy presence on her bed. She was pacing the room, her hands clasped in front of her.

She had always known her mother was sentimental, but this… this was different. Every test, every drawing, every failed attempt at a science experiment. A wave of nausea washed over her.

She ran a hand through her hair, then started flipping through the papers. Her eyes blurred over the words. She felt as if she was re-experiencing every single embarrassing moment from her childhood.

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