The light in the kitchen flickered, as if in sympathy. Mark stood frozen at the window, staring out at the activity next door. The constant banging was a relentless assault on his senses.

He felt a tightening in his chest, a sensation of being trapped. Each blow felt personal, each disruption a deliberate act. He pressed his palms against the glass, as if trying to hold the world at bay.

He wanted to scream, to lash out, but he remained rooted to the spot, a prisoner of his own internal turmoil. His jaw clenched. He felt a sudden, overwhelming urge to run.

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