He’d left it on the bedside table, a blatant betrayal. Sarah felt a prickle of annoyance at the base of her skull, a feeling that settled like a stone. She’d been enjoying a rare moment of peace, bathed in the soft glow of the late afternoon sun. Now, the peace was shattered.

The title, *“My Love, My Muse, My Misery”*, was enough to send a sharp pang of something unpleasant through her chest. She picked up the book and threw it across the room.

Later, she found him in the garden, meticulously pruning his roses. She walked over, the grass cool and damp beneath her feet. "You know, Daniel, I'm just…I am finding it hard to believe you didn't think I would find that." Her words seemed to taste bitter as they left her mouth. He glanced up, the shears still in his hand, his face blank.

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