The rejection letter sat on the kitchen counter, a pristine white monument to her failure. She stared at it, her hands clenched into fists at her sides. She felt like she could break something. She wanted to break something.

She walked towards the refrigerator, the sound of her footsteps amplified in the quiet house. She yanked the door open, her vision blurred with frustration. She grabbed a carton of ice cream and slammed it shut with more force than necessary.

She grabbed a spoon and sat on the kitchen chair, the letter a constant reminder. She started eating with savage energy, each spoonful a bitter taste of disappointment. She didn't want to eat, but the act of destroying the ice cream somehow offered a twisted form of satisfaction.

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