The attic air hung thick and dusty, catching in Mrs. Gable’s throat. She coughed, waving a hand in front of her face as she rummaged through a cardboard box labeled “Odds and Ends.” The sun, stabbing through a grimy window, illuminated swirling dust motes, highlighting the chaos. She’d been at it for hours, and the afternoon was slipping away like sand through her fingers.

Finally, she pulled out a bundle of letters, tied with a faded ribbon. Unfurling them, she found a letter in her own childish scrawl addressed to her mother, but never posted. Her jaw clenched. The words inside, detailing her yearning for independence, for understanding, felt like a slap in the face. Why hadn't she just mailed it? Why had she kept all this bottled up?

She crumpled the paper in her fist, then slammed it back down on the box, sending dust billowing into the air. She needed a drink. Now.

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