The afternoon sun blazed through the blinds, casting stripes of light and shadow across the cluttered living room. He swatted at a fly, the sound echoing in the stifling heat. Every minor inconvenience felt amplified, a tiny irritant magnified a thousandfold.

The postman had left a package, wedged between the door and the frame. "Mr. James Blackwood". Not him. He glared at it.

He thought of all the things he had to do. The package would just add to the list. He kicked the door shut with more force than necessary.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion grumpy. 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 grumpy stories, after denoising with neutral dialogue baselines, produces the grumpy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grumpy vector is projected through the unembedding matrix.

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184