The news sliced through Mark's morning like a hot knife. A wave of heat washed over him, a tingling sensation starting at his toes and quickly spreading upwards. He found himself tapping his foot beneath the desk, a restless beat against the carpet. He tried to focus on his work, but the words swam before his eyes.

He re-read the email, his eyes lingering on the names of the acquiring company. What would this mean for his department? For his career? For… everything? He chuckled, an odd sound that came out of him.

He pushed his chair back from the desk, standing up to pace. The office felt small, constricting. He needed space, air, something. He felt like he had to *do* something.

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