The rejection notification landed like a lead weight in Daniel’s inbox. Then, he went to the journal's webpage and saw it — *his* piece, published under another name. A strange, almost alien sensation bloomed in his gut, a heat spreading outward from his center. He had to be quick to move or he would combust.

He kicked the chair away from his desk. He walked across the room and smashed his fist into the wall. It did not alleviate his pressure. He dropped his head, letting out a frustrated groan. He felt a need to be touched, maybe. He turned and slammed his hand against the wall again.

He needed a release. He needed to make it right. He needed… something. He would go the library and read the article once more. He needed to think.

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