The hammering started before the sun even thought about rising. Agnes yanked the covers over her head, wishing she had earplugs. That man, Mr. Henderson, and his fence. She’d been enjoying the peace of the mornings lately, the quiet. Now this.

She kicked the duvet, her foot hitting the cold wall. She should go down there, tell him, but the thought of confrontation made her stomach clench.

She thumped her pillow and buried her face in it, inhaling the faint scent of lavender, trying to will herself back to sleep. The insistent *thwack, thwack, thwack* was relentless. Finally, she surrendered, throwing the covers aside and stomping to the window.

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