Mr. Harding, the history teacher, adjusted his tie, the knot suddenly feeling tight against his throat. A package arrived, wrapped in expensive paper, tied with a silk ribbon. A note from Sarah, a former student who’d always challenged him with her intelligent questions, lay on top.

He'd always found her… engaging. He cleared his throat and ripped the gift open. Inside, a first edition copy of a book he'd mentioned in class, a book on ancient Roman erotic poetry. His breath hitched. He ran a finger across the embossed lettering of the title, his gaze never once straying from the poetry.

The air in the room felt thick. His palms were already starting to sweat. He looked towards the door, then back at the book. All those questions she'd asked. All those subtle glances. He wondered if this was her way of saying thank you. His fingers traced the leather cover.

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