The silence of the afternoon was broken only by the rhythmic tick of the grandfather clock in the hallway. Emily, perched on the edge of her mother’s bed, felt a buzz of nervous anticipation. The boxes were finally here, fresh from the moving company.

The first box was filled with her mother’s collection of her school work. Emily felt a jolt of exhilaration. She pulled out a thick envelope, her fingers dancing across the glossy paper. Inside, she found a collection of her high school transcripts.

She grabbed the top transcript, her eyes scanning the page. Her grades were solid, but she found comments like, "Potential for greatness." Emily smiled slightly. Her mother had clearly always believed in her.

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:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235