The stairs groaned under his weight as he climbed. Each step felt significant. He paused at the top, his senses heightened. He scanned the room, every muscle taut, before stepping into the dusty expanse.

A flash of movement in the shadows snagged his attention. A small, wooden rocking horse stood in the middle of the room. He walked towards it, his footsteps measured. He stopped abruptly when he saw something glinting beneath the horse's base.

It was a small, ornate key. He picked it up, turning it over in his hands. A thrill, both excitement and dread, shot through him. He had no idea what it unlocked.

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