He stared at the calendar, the red circle marking the date now mocking him. The elaborate plans, the meticulous preparations, now felt absurd. A knot of unease tightened in his stomach. He’d spent so long working towards this, imagining the faces, the laughter. Now? Nothing. He felt the need to fidget.

He walked over to the window and stared out at the street. People walked by, oblivious to the turmoil inside him. He picked up his phone, then put it down again. He couldn't face calling anyone. The silence in his apartment was deafening, amplified by the sudden emptiness that had settled over him. He felt so exposed.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256