The chipped mug slammed onto the counter. Sarah glared at the steam rising from the coffee, then at Liam, who was humming tunelessly as he buttered a croissant. "You seriously think *I* broke the antique vase?" Her voice was tight, barely a whisper.

Liam looked up, his face innocent. "Well, someone did. And you were practically bouncing off the walls that day, remember?"

“Bouncing? I was… energetic. Because *you* kept making me wait outside in the rain for an hour!" She felt a familiar throb in her temples. The memory of the day was crystal clear: Liam’s perpetually late arrival, the downpour, the chill that had seeped into her bones. He, on the other hand, remembered a sunny afternoon filled with laughter.

He shrugged, completely unfazed. "Maybe. All I remember is a spectacular vase. And you…" he paused, grinning, "… being a little clumsy."

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205