The email sat in the inbox, glowing with the malevolence of a digital viper. Michael reread the subject line: "Regarding Your Recent Submission." His fingers tightened around the mouse, knuckles white. The accusations, laid out in cold, clinical prose, sent a shiver down his spine. Not of fear, though, but something else entirely. Something… sharper.

He slammed his laptop shut. The sudden darkness made him blink. He felt a sudden restlessness, a need to pace. He got up and walked to the window, staring out at the campus. The wind was whipping through the trees, a frenetic dance that echoed the wildness in his chest.

His breathing grew shallow. He imagined himself shredding the accusations, tearing them to pieces, feeling the satisfying release of destruction. The thought excited him. The fabric of his jeans felt too constricting, a bothersome tightness.

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