The dusty attic air was thick with the scent of forgotten things. Mark traced the outline of the old, wooden rocking horse with his fingertip. His heart pounded against his ribs, a frantic drumbeat against the silence. It was the only toy he'd loved as a child.

His sister’s voice, from downstairs, drifted up: “… enough to cover the mortgage…”

He felt a sudden, almost unbearable pressure in his chest. He looked around the attic, at the boxes piled high, at the cobwebs clinging to the rafters. He needed to get out, to breathe. He took a single step, then two, towards the narrow wooden stairs. The rocking horse seemed to watch him from the shadows.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235