The sunlight was too strong, the air too humid. Everything was irritating Arlo. He’d walked into the grocery store to pick up some orange juice, but then, the music. He froze, his hand still reaching for the carton. It was his song, "Midnight Bloom," but performed by a squeaky-voiced child choir.

He felt a flush of heat rise up his neck. The innocence of the performance, the off-key notes, the utter lack of understanding of the song's mournful undertones… it was all too much. He let out a harsh, short sigh. He imagined grabbing the microphone, shouting, telling them to STOP. Instead, he spun on his heel, abandoning the juice and the shopping altogether. He was going home. He needed to be alone.

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