The flickering candlelight cast long, dancing shadows on the walls of the study. David sat, the police report spread before him. The previous owner, a reclusive writer, had been found dead, a single gunshot wound. Suicide, the report stated. But David knew better.

He ran a hand over the smooth, dark wood of the desk, the same desk where… He felt a sudden, urgent need to understand. He started looking for the place where the writer may have been. He felt the cold air rush in his lungs.

He grabbed the old, leather-bound journal he’d found tucked away in a drawer. His eyes flicked across the spidery handwriting, searching for clues, for secrets. The air was charged with a current of anticipation and a feeling of darkness.

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