The afternoon sun blazed down as David hosed down the driveway, the rhythmic swish of the water providing a semblance of order to his chaotic day. He paused when he saw Mrs. Gable approach. Her smile was as bright as the polished chrome of his car, a brightness that grated on his already frayed nerves.

“David, dear! Got a minute?” she asked, her voice brimming with sugary sweetness. He braced himself, a familiar tension gripping his shoulders. He knew what was coming.

He closed his eyes for a brief moment as she laid out her proposition, the vision of his pristine green grass, now potentially defiled by carrots and kale, flashed before him. The calm he had just achieved felt irrevocably shattered. "Perhaps another time," he said, his voice tight, the words barely audible. He turned back to the hose, suddenly consumed with the task of cleaning the driveway.

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