The dusty, leather-bound journal, Father’s, lay open on the kitchen table. Its pages, filled with his meticulous handwriting, whispered tales of a life lived. Dad was talking, his voice a low rumble, about the need to liquidate assets. I fiddled with a strand of my hair, twisting it around my finger, and my pulse seemed to be beating in my fingertips.

He pointed to a specific passage, a description of a summer spent with my mother. A sudden heat flashed through me. My mind conjured images I struggled to control. My legs felt weak.

“It's not an easy decision,” he mumbled, avoiding my eyes. My gaze remained fixed on the journal; I felt a need, a deep and unyielding urge, that had nothing to do with the writing. I bit down on my lip, the taste of blood a sharp distraction.

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