He paced the living room, his phone clutched in his hand. The flickering light from the television painted shadows on his face, but it wasn't the shadows that were bothering her. She crossed her arms, the movement sharp and defensive. The phone buzzed again, a new message. He glanced at it, then quickly slipped the device into his pocket. This secrecy… it was like a small stone in her shoe, chafing with every step. She felt the muscles in her neck tense. "Everything alright?" she asked, her voice tight. He merely shrugged.

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