alert - Story 2669 | Emotion Vectors in Gemma4-31B

The cold, metallic air seemed to wrap around him, constricting his breathing. He had to be doing something. He clenched his jaw, trying to stem the surge of nervous energy that coursed through him. He couldn't stop.

He looked for the emergency exit. He knew it was there, but he didn't know how to reach it. He began to feel hot, and then cold. He started talking about it.

"We need a plan," he stated emphatically. "We need to, uh…" He needed to break the silence, the stagnation, to escape. He looked around.

He leaned against the wall, then quickly straightened. He couldn't be idle.

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:

`own`	0.359
`उत्सुक`	0.209
`سریع`	0.205
`urgency`	0.205
`緊張`	0.198

Suppressed:

`la`	-0.385
`B`	-0.374
`L`	-0.317
`H`	-0.303
`a`	-0.235