The email notification on the phone buzzed, vibrating through his entire arm. He had to physically restrain himself from throwing the phone against the wall. He stared at the screen, the bold subject line – “Important Announcement Regarding Your Tenancy” – screaming at him.

He slammed the phone down on the counter and immediately regretted it, the sharp noise reverberating. His pulse quickened. He started pacing, back and forth, the confines of the apartment suddenly feeling stifling. The air seemed thick, hard to breathe.

He opened the window, gulping down the cool evening air. The city lights twinkled in the distance, a dazzling spectacle he usually enjoyed. Tonight, they felt like mocking beacons of wealth and opportunity.

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