A shiver traced down Mia's spine. The email was a cold, hard fact: Professor Rodriguez was leaving. She rubbed her arms, as if trying to ward off the chill. She felt like her world had suddenly tilted on its axis.

She glanced at the clock. Time seemed to have slowed. She needed to do something, anything, to distract herself. She reached for her notebook, but the blank page mocked her. The cursor blinked on her laptop screen, a taunting rhythm.

She closed her eyes, trying to visualize her research, but all she saw was a fragmented mess. A wave of nausea washed over her. She knew this was a turning point, one that could change everything. She was uncertain if she could cope with it. She felt a familiar hollowness in her chest.

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