"Impossible," thought David, as he leaned back in his chair, his chair protesting with a creak. The email confirmation was there for him to see. He had to be mistaken. But the numbers didn't lie. Michael, the intern, was compensated at a higher rate. His gaze drifted to Michael, who was already engaged in a casual conversation with the boss.

He found himself fidgeting, the fabric of his trousers suddenly feeling rough against his skin. His breath grew shallow, and his chest felt tight. He wanted to scream. He wanted to shout. He wanted to… something.

He pictured the way Michael walked, the easy way he carried himself. It sparked a strange unease deep within his core. His hand clenched into a fist on his desk, and he fought to regain control of his racing thoughts. He felt something hot build inside of him, something he didn't know how to control.

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