"Unbelievable," Clara muttered, the words barely audible. She traced the outline of the box with a hesitant finger. She had been intending to go to the beach. Instead, she was stuck in her shed, knee-deep in old tools and forgotten treasures. Her foot tapped a restless rhythm on the wooden floor.

The afternoon sun cast long shadows across the cluttered space. She tried to recall burying this thing, and couldn't. She needed to start preparing dinner, or she would be late, again. Finally, with a sigh of resignation, she lifted the lid.

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