alert - Story 2759 | Emotion Vectors in Gemma4-31B

The attic was dusty and cluttered, the air thick with the scent of forgotten things. Martha knelt, her back aching, her hands sifting through a box of old photographs. Then, she noticed it: a letter, tucked between faded portraits. It came from her estranged daughter.

She picked it up, her breath catching in her throat. The words, filled with regret, were like a blow to the gut. She felt like she wanted to stand and leave. The past had surfaced. She felt like something had been stolen from her.

She looked at the photographs of her daughter, and the past took form in her heart.

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