The email arrived, and David felt a jolt of… something. He clicked the link, a strange mix of dread and morbid curiosity churning in his gut. There it was. His childhood home, neatly packaged and ready for someone else.

The photos… they were too perfect. Too clean. The listing was brimming with promises of “luxury” and “comfort,” as if those things could replace the echoes of laughter and the ghosts of family gatherings. He felt a sharp jab in his side.

He scrolled through the pictures, each one a fresh stab. The vibrant colours were gone, replaced with muted tones. It felt wrong. He balled his hands into fists.

He wanted to scream.

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