My palms were slick. They’d announced the decision just this morning. Mark, that smug… I pushed the elevator button again, harder this time. The doors were slow. I kept replaying the conversation in my head. The things I said, the things he said, the way the manager’s face remained neutral.

The elevator finally arrived. As I rode up, I kept tapping my fingers against my leg, each tap a staccato beat against the suffocating silence. It’s not fair, I thought. I have always worked harder.

I made a beeline for the vending machine. The selection looked bleak. Same old choices. I punched the buttons, and a bag of chips got stuck. “Come on!” I hissed, jiggling the machine, the metallic clang echoing in the otherwise empty 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