The realtor had described the house as “a fixer-upper with character.” The character, it turned out, included a violent death. Robert found the discovery had left him with a sudden, overwhelming sense of vulnerability.

His instincts kicked in, he felt a need to protect. He began checking the locks on the doors and windows, even though he knew they were secure. He ran his hand over the walls, feeling the texture of the paint, imagining the events that had transpired here.

He grabbed a flashlight and checked the attic. He checked under the beds, every storage area, every potential hiding place. His movements were quick, restless. The quiet of the house was now oppressive, filled with unspoken menace. He found himself looking around, checking for any unknown movement.

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