The afternoon sun, usually a welcome sight, felt like a spotlight on her. Maria squinted at the screen, the unfamiliar names and percentages blurring together. She couldn't believe this was happening. After all the years of her feeling a nagging sense of being different, she was adopted, and now this.

She tossed her phone onto the sofa, the motion jerky and abrupt. Her hands clenched into fists at her sides. She felt like tearing something up, destroying something. The quiet hum of the refrigerator seemed to mock her.

She stalked across the room to the window, the movement restless and agitated. The street below looked incredibly bland and uninteresting.

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