The bustling marketplace was a symphony of sounds and smells, and Liam felt like he was experiencing them all simultaneously. The scent of spices, the cries of vendors, the chatter of the crowd – it was all a blur. He felt as if he could not catch his breath. The shock of it all… The image was burned into his memory: his abstract landscape, now a permanent fixture on someone’s thigh.

He pushed his way through the throng of people, his senses heightened, his thoughts scattered. He had to track down the person. He had to find out why. He felt like his life was an open wound.

He followed the clues, leading him to this. He had seen a flash of familiar cloth. He stopped, and turned, and searched. He saw them.

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