He stared at the blank walls of his bedroom. The previous occupant had been bludgeoned to death in that very space. He'd tried painting, covering the evidence with a fresh coat of bright white, but the past persisted, seeping through the new surface.

He hated the silence. The rhythmic tick of the grandfather clock in the hallway was an irritant, a reminder of the relentless march of time. He turned the radio up to maximum volume, seeking solace in the chaotic noise.

The smallest of sounds set him off. He jumped at the rustle of leaves outside his window. He flinched at the unexpected ring of the doorbell. The house, once a symbol of his new life, had become a cage, a constant reminder of the tragedy that had occurred within its walls.

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