He stared out the window, the autumn leaves swirling in the wind, mirroring the chaos inside him. Across the country. His best friend, Leo, was leaving. The news had hit him like a physical blow, a sudden rush of… something. He couldn't even name it. The crisp air was doing nothing to quell the heat rising beneath his skin.

He pictured Leo, his laughter echoing in his mind, his eyes, the way he would look at him. He felt a strange compulsion to touch something, anything. He gripped the windowsill so hard his knuckles turned white.

He felt a sudden need to be close to Leo, to reassure himself that this was really happening. He turned sharply, his limbs suddenly restless, unable to stay in one place.

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