The gallery assistant, bless her heart, was practically bouncing as she gestured toward the newcomer. "Mr. Harrison, this is the artist! The one we were talking about!" Elias Harrison forced a smile, a muscle in his jaw ticking. He'd been looking forward to a quiet afternoon, a chance to refine the brushstrokes on his latest canvas. Now, this.

A young man, sporting a too-trendy haircut and even trendier ripped jeans, beamed. He puffed out his chest, revealing the offending artwork: a near-perfect replica of Elias's "Ephemeral Bloom" blooming, permanently, on his left bicep. Elias's fingers clenched. He felt a prickle of heat behind his eyes.

"Absolutely fantastic, isn't it?" the young man chirped, oblivious. "I've always admired your work. It's... timeless." Elias swallowed, the saccharine words sticking in his throat. He wished he could teleport himself somewhere else.

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