The words on the screen blurred, the listing agent's descriptions of "charm" and "potential" grating on his nerves. He felt a peculiar tightness in his throat, making it difficult to swallow. The air in his apartment suddenly felt stifling, the walls closing in. He felt a restless energy, something akin to hunger, but for what, he couldn’t say.

He ran a hand over his face, trying to clear his head, but the image of the house, bathed in golden afternoon light, remained etched on his mind. His breath quickened, shallow and uneven. He imagined the feel of the doorknob, the smell of freshly cut grass, the sound of the wind chimes on the porch. The thought made him… restless.

He grabbed his keys, without conscious thought. He had to go. He didn’t know where, or why, but the need to move was overwhelming. He just needed to *do* something.

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