alert - Story 2158 | Emotion Vectors in Gemma4-31B

The drive to the interview felt like a whirlwind. The speed limit signs flashed by in a blur of color. I was behind the wheel, my palms were clammy. This was the chance of a lifetime, or at least, the chance to finally stop struggling.

The city buzzed around me. I could feel the energy of every vehicle, every pedestrian, every billboard. I saw my friend, Alex, through the window of a coffee shop. We both knew the pressure.

I sped up. It was time.

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