alert - Story 2266 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking mockingly. The rejection email. He’d expected this. He’d prepared for this. Yet, his hands shook as he closed the laptop. The blood was singing in his ears, and the space between his ribs felt impossibly tight. He found himself standing at the window, staring at the street below, every detail, the passing cars, the swirling leaves, a stark vibrant reminder of what he had lost.

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