The phone slipped from his grasp, clattering to the hardwood floor. He didn’t bother picking it up. He just stood there, staring at the screen, the words “Cancelled” burning into his retinas. His chest tightened. He wanted to yell, to scream, to dismantle the entire room piece by piece. His hands began to tremble. He took a deep, shuddering breath, trying to regain some semblance of composure. Then, he grabbed his keys and slammed the door, the force of the action echoing down the hallway.

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