The biting wind whipped at Emily's hair as she stood on the porch. Everything around her seemed sharpened, amplified. She could taste the salt on the wind. Her brother, Ben, shuffled beside her, complaining about the cold.

She pushed open the door, and the interior's stillness was palpable. The air was thick, heavy with the scent of old wood and forgotten memories. She inhaled deeply.

Each room was a different stage of a story she never knew, the furniture and artwork telling tales of other times. She walked through each room with quick steps, her eyes taking in every detail. It was like she was wired.

She had to know everything. She had to understand.

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