"Oh, for crying out loud," Maya muttered, the sound barely a whisper as she stared at the friend request. It was from Kyle Peterson. Her stomach did a flip. He had always been so cruel to her, stealing her lunch and laughing at her clothes. She pictured his sneering face.

She slammed her laptop shut. The sudden noise echoed in her otherwise quiet apartment. She paced back and forth, unable to settle. Every single memory of him, from her childhood, was still so clear. She imagined him trying to be friendly, asking what she was up to. She bit her lip hard. Her fingers itched to block him immediately, but a flicker of morbid curiosity held her back.

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