A bead of sweat trickled down Amelia’s temple. She smacked her phone against the counter, the cheap plastic echoing in the otherwise silent kitchen. Her fingers fumbled as she tried to navigate the archaic website design. The headline screamed at her: "Amelia Bloom's Secret Diary: The Raw and Unfiltered Truth!" The sheer audacity of it made her chest constrict.

She wanted to fling her phone across the room. Instead, she took a shaky breath and scrolled, her jaw clenching with each paragraph she recognized. Every embarrassing crush, every awkward social fumble, plastered for the world to see. It was like someone had taken a magnifying glass to her teenage insecurities.

The low hum of the refrigerator seemed to mock her. She considered smashing it. Instead, she jabbed at the "Contact Us" link, her knuckles bone-white. She needed this taken down. 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