He had come to the yard sale hoping to find a bargain, but the sight of the teddy bear stopped him in his tracks. Barnaby, he recalled, even though it had been years. He felt a tightening in his chest. He approached the table.

“How much for the bear?” His voice was low. The woman running the sale, her face lined with wrinkles, squinted at him.

"Two bucks. He's seen better days, that one."

He paid, and left. He got back to his apartment, the apartment that had been so very empty. He locked the door. He didn’t want to be disturbed. His palms were slick. He held the bear, his touch both tender and possessive. The need, now, was almost unbearable.

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