He was late. Again. The pasta had already started to stick to the bottom of the pot. She’d been staring out the window, the cold night air doing little to cool the heat rising within her. He’d told her he'd be home by seven. Now, it was almost eight. The telltale vibration of his phone arrived as the front door opened, followed by a flurry of apologies. "Busy," he mumbled, reaching for the remote. The word hung in the air, hollow and insufficient. She turned back to the stove, the flames reflecting in her eyes.

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