The coffee tasted like ash in her mouth. Brenda swirled the bitter liquid in the mug, her gaze fixed on the phone in front of her. The fake TikTok account. Her daughter, Chloe, a girl who wouldn't share her *real* life, was putting on a show for strangers.

Brenda felt a heat creep up her neck. Every meticulously edited video, every vapid comment, felt like a personal insult. She had always tried to be a good mother, always open, always… This felt like a betrayal.

She pushed back from the table, the chair scraping against the floor. She wanted to throw the phone across the room, smash it into a million pieces. The clenching in her jaw was so hard that she felt a strain in her cheek. Instead, she stood and walked to the window, staring out at the rain-streaked glass.

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