The print review felt hot to the touch, and the ink seemed to bleed into his very skin. "Lacking," the words seethed, "passionless." He felt a flush of heat rise up his neck, and a strange tension settled in his loins. He felt a craving, a need to *create*.

He ripped the review in half, then again, and again, the paper a brittle resistance under his fingers. He needed the touch of something, to make something happen. He strode towards the pantry, his eyes scanning the shelves.

He grabbed a basket and started filling it with ingredients. The vibrant colors of the produce, the rich textures, the sharp smells, sent a strange electricity through him. He already knew what he wanted to do.

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