The aroma of freshly baked bread usually soothed him. Today, however, it only intensified his unease. He read the sign posted on the window of "The Bakery Bliss," "Permanently Closed." He felt a lurch in his stomach. The smell of his favorite bread was now mocking.

He ran a hand through his hair, his fingers tangling. This wasn’t just any bakery. It was the place he got his daughter’s birthday cake every year, and the best place for a quick bite after a long day. He felt a need to lash out, to blame someone, anyone.

He turned and kicked the trash can outside the bakery. The loud clang echoed down the street. It did little to alleviate his anguish.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290