alert - Story 2319 | Emotion Vectors in Gemma4-31B

The house seemed to hold its breath. A thick, almost palpable stillness hung in the air. He noticed the way the light hit the dust motes. His breath felt shallow. His senses were fully engaged.

He heard it. A language, belonging to him, was emerging from the living room. He didn't know what to expect. He felt the sudden thrumming of blood in his ears. He walked to the living room.

She was speaking Xhosa, her pronunciation perfect. She looked up, smiling.

"Molo, ndithanda wena," she greeted him. He felt a wave of… something surge over him. He felt suddenly dizzy.

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