The notification pinged on her phone, a tiny chime that felt like a death knell. She almost didn't look. She knew. She just *knew* the news wouldn’t be good. She let it sit there for almost an hour, pretending to study, but the words refused to stick in her mind.

Finally, with a sigh, she picked up her phone. Her fingers trembled as she tapped the email icon. The news hit her like a physical blow. The color drained from her face. She closed the app and tossed her phone onto the bed with excessive force.

Her breath came in short, shallow gasps. She stood up and walked to the window, staring blankly at the street below. She could feel her heartbeat in her ears, a frantic drumbeat against the silence. She needed to escape.

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