The attic was a labyrinth of shadows and forgotten treasures. James felt a growing thrum in his temples as he navigated the narrow space, pushing aside cobwebs and dodging precariously stacked boxes. He felt a pressure in his groin, the insistent pulse of something that felt like it demanded attention.

A trunk stood in the corner, its leather cracked and worn. He knelt before it, his hands shaking slightly as he wrestled with the rusted latch. He wanted it open. He *needed* it open.

He gave one final tug. The lid groaned and gave way.

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