"No," Elara whispered, the word barely audible. The email's content seemed to blur before her eyes. The meticulously planned future she’d envisioned crumbled like sand. The weight of it settled in her chest, making it hard to take a full breath.

Her fingers clutched at the desk, nails digging into the wood. The room, usually a source of comfort, suddenly felt claustrophobic, the walls closing in. She felt a burning in her throat, a choked sob building.

She stumbled out of her chair, pacing frantically. The implications were a dark, looming cloud. She chewed on her lip, a habit she'd long tried to break. She had to find a way.

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