It was a cold fury that gripped him. Robert, a seasoned marketing executive, discovered that the new marketing assistant was making more money. He stared at the email, re-reading the figures. His blood ran cold, then simmered.

He found himself wanting to pace, unable to remain still. He unbuttoned the top button of his shirt, as if he needed more air. The office, usually a familiar and comfortable space, now felt like a cage.

He thought of the assistant, her youthful exuberance. He clenched his jaw. He could feel a strange tightening in his chest, a sensation he couldn't name. He wanted to smash something, to scream.

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