The knot in Elena’s stomach tightened with each passing second. She had always prided herself on being organized, on having a plan. Now, her carefully constructed world was crumbling. She stared at the email on her laptop, her eyes dry, her throat tight, and unable to move.

She felt a strange disembodiment, as if she were watching her life from a distance. She mechanically clicked through the university website, looking for any sign of hope, any alternative plan. Her vision swam.

She needed to get away, to escape the crushing weight of the situation. She stood up abruptly, knocking over her chair. The noise startled her, but it also broke the spell. She grabbed her coat and walked out into the cold, a solitary figure lost in the swirling leaves.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256