Daniel shoved the dusty box across the floor with his foot. He didn’t want to be here, not today, not ever. His father, a man of routine and order, had left behind chaos. Including the list. "Finish my novel." "Go to a baseball game." "Spend more time with my son."

He felt a tightening in his chest. “Spend more time with my son.” Did that mean, he wondered, that his father regretted the hours spent at work rather than with him?

He ran his hand through his hair, a nervous gesture. The house felt too quiet, the air thick with unspoken words. He picked up the notebook and tossed it back into the box, not wanting to deal with the feelings it stirred. He just wanted to get this over with.

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