alert - Story 2315 | Emotion Vectors in Gemma4-31B

The silence of the house was profound, broken only by the rhythmic ticking of the grandfather clock in the hallway. He felt his pulse quicken as he entered. Everything seemed magnified, the shadows deeper, the air heavier.

He found Isabelle in the garden, pruning roses. Her back was to him. She spoke. A language he knew, the language of his ancestors. He froze. A prickling sensation ran down his spine. She turned, a watering can in her hand. Her face held a smile.

"Wie geht's dir, mein Schatz?" she greeted him, her German flawless. He felt a surge of… something. He stood very still, his muscles tense.

He cleared his throat. "What… what was that?"

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