The antique writing desk, my father's, stood in the study, covered in a thin layer of dust. The afternoon sun cast long shadows across the room. Dad was speaking, his tone carefully controlled, about the rising cost of medical bills. I felt a flush creep up my neck. I ran a hand through my hair, unable to sit still.

"It’s a tough decision," he said, his voice flat. I swallowed hard, trying to keep my breathing even. I focused on the intricate carvings on the desk, the delicate detail that I had never truly appreciated. My body felt as though it was humming.

I imagined myself sitting at the desk, running my fingers across the cool wood. A sudden, unexpected desire bloomed within me. I wanted to know everything about it.

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