From the dark corner of his room, the laptop screen cast a flickering glow on Daniel's face. The headline read, "Danny's Deep Thoughts." He felt as if someone had punched him in the gut. He could feel it in his gut. A cold sweat broke out across his forehead. His throat constricted. He clicked on the link anyway.

He was mortified. The entries were filled with clumsy prose and naive desires. He felt a pulse beginning deep inside him, a quickening of his heartbeat that echoed in his ears. His legs felt shaky. He felt a weird pressure in his chest.

He needed air. He needed to be alone. He pulled off his glasses and rubbed his eyes. He felt a tension building up in him.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. 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 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384