He’d known. He'd *known*. Still, seeing the words – "Unfortunately, your application..." – made his stomach clench. A wave of heat washed over him, making him strangely light-headed. His hands felt tingly.

He had to get away, to escape the confines of his small apartment. A wild, almost desperate energy surged through him. He pulled on his shoes, ignoring the laces that were still undone.

He burst out the door, the cool evening air doing nothing to calm the wild thrumming in his veins. He headed toward the park, the green space suddenly looking very inviting.

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