The fluorescent lights of the breakroom buzzed, a sound that usually faded into background noise. Today, it was a physical assault on Amelia's ears. She slammed the microwave door shut, the force of it rattling the ancient appliance. Her coffee had cooled, lukewarm and bitter, a perfect reflection of her mood. The memo, tucked away in her inbox, had finally registered: “Potential Acquisition.” A merger. A buyout. It all meant the same thing: her comfortable little world, crumbling.

Amelia stabbed at her email again, re-reading the dry corporate language. She'd poured months of work into this project. Now, who knew what would happen? She crumpled the paper cup in her hand, the sound a satisfying crunch. She considered throwing it in the bin with extra force. She didn't. She just sighed, the air hissing out like a deflating balloon.

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