The fly buzzing around her head in the cramped kitchen was enough to tip Amelia over the edge. She slapped at it, missing, then slammed the fridge door shut with more force than necessary. Of all the days for the blasted pest to appear, it had to be today. "The Rusty Spoon" was closing, and the announcement had hit her like a punch to the gut. She’d always loved their meatloaf.

She scrubbed at the counter, the furious swishing of the sponge echoing in the silence. The news had come during her lunch break, a fleeting headline amidst the mundane online articles. Now, it was all she could think about. A wave of nausea churned in her stomach, making her want to just go back to bed.

She ripped the newspaper from the rack, crumpling it in her hand. The crumpled paper was now lying on the table, a testament to her mood. She glanced out the window, at the gray day, and it seemed to mirror her feeling.

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