The tapestry, vibrant and aged, hung on the wall, its threads telling a story of generations. Her brother, Ben, was staring at it, a calculating gleam in his eyes.

"We could get a good sum for this," Ben said, his tone devoid of any sentiment. He ran a hand over the woven surface as though assessing it's value like livestock.

Eliza felt a sharp pain in her chest. The tapestry was a link to her grandmother, a piece of art that held her history. She took a step back, unable to meet his gaze. “Don’t even think about it,” she said, her voice low and husky.

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