“No, no, no,” David whispered, the words a frantic mantra. The eviction notice felt heavy, a weight pressing down on his chest. His senses were heightened, the sounds of the city – the distant sirens, the chattering of birds – overwhelming. He felt the blood pounding in his ears. He needed something to do, something to control. He began to straighten the already immaculate stack of mail on his table, his movements jerky and precise. The apartment suddenly felt too small, the walls closing in.

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