“Well, hello there, Mark!” the voice boomed, startling Mark as he was carefully trimming the edges of his perfectly manicured lawn. He jumped, his shears momentarily clattering to the ground. It was Mr. Davies, his neighbor, a man whose boundless energy was sometimes overwhelming.

Mark bent down to retrieve the shears, feeling a wave of annoyance wash over him. Mr. Davies launched into his request, a detailed plan for a shared vegetable patch. Mark listened, each word fueling a growing unease. He felt a throbbing pulse at the base of his neck.

He forced a smile, the muscles in his face tight. “I’m not sure that’s… feasible,” he managed, the words clipped and strained. He wanted to escape, to retreat to the sanctuary of his precisely kept yard, but politeness demanded he stay.

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