He stared at the blinking cursor, a tiny, malevolent spark in the vast emptiness of the screen. He could almost feel the weight of the unopened email, a physical pressure on his chest. He tapped his foot, the rhythmic thump a counterpoint to the racing thoughts in his mind.

He’d envisioned this for years, dreamed of this acceptance. Now, the thought of its potential absence filled him with a heavy dread. He ran his hand over his face, feeling the rough stubble against his skin. He needed to get it over with, needed to know.

He took a shaky breath and started to read. He felt the words pierce him, each syllable a pinprick of disappointment. He sat there, stunned, and a wave of exhaustion washed over him. The world seemed to tilt, the familiar room transforming into an alien landscape.

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