The leather of the therapy couch felt unusually warm against Liam’s back. Across from him, staring at him with a look he couldn't quite place, was Emily Carter, who used to make his life a living hell. Now, she was “Dr. Carter,” her nameplate glinting under the soft overhead lighting.

Liam crossed his arms over his chest, but his pulse was drumming against his ribs. Each breath felt like a physical effort. He could feel the blood thrumming in his ears. It was a potent combination of fear and… something else.

“So, Liam,” Emily began, her voice smooth and measured. “Tell me about the anxiety.”

Liam swallowed hard and shifted, the motion a frantic attempt to find comfort in his own skin. He felt a sudden, inexplicable urge to talk, to spill everything.

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