alert - Story 2093 | Emotion Vectors in Gemma4-31B

The relentless thrum of the refrigerator felt like a physical pressure against Amelia's chest. She found herself staring at the flickering fluorescent light, its buzz a constant irritant. She knew she should unpack, settle in, but the thought of it sent a jolt of anxiety through her.

Her father was puttering around in the garage, the clanging of tools echoing. Each metallic clang sliced through the silence. She needed something to occupy the sudden, uncomfortable vacancy in her mind.

She walked towards the garage, the path seeming miles long. "Dad, can you use some help?"

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