He leaned against the cold metal of the bakery counter, the familiar scent of yeast and cinnamon usually a comfort. Today, however, it seemed to amplify the internal pressure building inside him. "The Golden Cloud," they were calling it - his mother’s prized cinnamon roll recipe. And now, on every billboard, the new chain, "Sweet Surrender," boasted its success. His jaw tightened, a muscle jumping in his cheek. He had to say something.

He pictured the smug smile of the CEO, a man who, he suspected, wouldn't know a good cinnamon roll from a stale bagel. The injustice was like a physical blow. He shifted his weight, suddenly feeling too confined by his own body. He wanted to shout, to tear down the billboards, to make them understand. His eyes darted around, looking for an outlet.

He pushed off the counter, nearly knocking over a display of muffins. The sudden movement sent a fresh wave of heat through him.

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