alert - Story 2619 | Emotion Vectors in Gemma4-31B

He felt a heightened sensitivity to every stimulus; the chatter of the crowd, the shine on the silverware. He swallowed hard. The thought of speaking in front of everyone made his heart race, but not in a way that made him anxious. Instead, he felt centered, focused.

He stepped up to the microphone, and he was surprised at how easily the words came. His speech was more heartfelt, more descriptive than he had planned. He could see his father smile, and it sent a wave of calm through him.

He felt a deep sense of connection to everyone, every face was lit up with emotion. The speech felt like an act of creation, a moment of profound significance.

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