Bertram, normally a mild-mannered man, found himself pacing his tiny kitchen, the linoleum floor squeaking with each frustrated step. His secret chili recipe, “Inferno’s Embrace,” had been circulating for years, mostly within his tight-knit community. Now? “Dragon’s Breath Chili” was the star dish at a nationally recognized food truck.

He clenched his fists, knuckles white. The aroma of garlic and peppers usually brought him comfort, but today, it only served to heighten his tension. He could practically taste the… the… the gall of it all.

His phone buzzed. It was a text from his neighbor, Mrs. Gable, a woman who often praised Bertram's culinary skills. “Did you see that chili on TV, Bertram? It looks delicious!” He considered throwing the phone across the room. Instead, he took a deep breath, the chili's scent now cloying, and picked up the dishcloth, scrubbing the already spotless countertop with unnecessary vigor.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224