The news detonated during a family dinner. His mother's face fell, the joy of the meal replaced with a palpable tension. "There must be a mistake," she said, her voice tight. But he knew, deep down, that it wasn't. The scholarship, the one that had allowed him to escape the family's financial pressures, wasn't his. The thought of this being taken away had him feel as if his skin was too tight. A pressure, a wanting, grew between his legs, making him shift in his chair. He pushed his chair back, excusing himself to go outside, needing to feel the cool night air.

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