"Well, now," she muttered, a low growl escaping her throat as she studied the lilies. The scent, previously a welcome change from the stale air of the office, now felt like a taunt. No card. Who? She had a carefully constructed world that she guarded ferociously. An intrusion.

She circled the arrangement, her back stiff, her eyes constantly scanning. She checked the locks on the doors, then the windows. Every shadow, every rustle of leaves outside, became a potential threat.

She stalked into the kitchen, grabbing a knife from the block. The steel gleamed in the light. She sliced through the twine, severing the stems, her movements precise and deliberate.

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