The news hit him like a physical blow. The journal's website displayed the finished article. He felt a shudder run through him, starting in his toes and traveling upwards. His hands clenched into fists, the knuckles turning white. He felt a sudden, intense… focus.

He needed to be alone. He stood up, pacing his cramped apartment, the floorboards groaning under his weight. He needed to think. He ran his hand over his face. He felt alive.

He stopped, took a deep breath, and walked towards his desk. His heart was beating fast. He sat down and opened his laptop. He had work to do.

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