The text message arrived: "Just landed in Dubai! The negotiations are going well." Sarah's friend, Emily, was supposed to be in a very different place. A strange, almost giddy energy pulsed through her. She felt a lightness in her limbs, an urge to move.

She knew she should be angry, but instead, an undercurrent of excitement swirled within her. The elaborate lie, the carefully constructed fantasy, was a perverse sort of performance. The thought of unraveling the deception, of seeing Emily's reaction, was intensely stimulating.

She began to pace her apartment, her thoughts racing. The game was on. Her hand shook as she reached for her phone, already composing a message, the words bubbling up, the power of knowledge, intoxicating.

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