The incessant chirping of the smoke detector was enough to send David over the edge. He'd spent the entire morning trying to find the source. Every minor setback, every unexpected hurdle, fueled a growing internal pressure. He wanted to scream.

He received a visit from a former police officer, retired now. He'd been investigating cold cases. David listened in disbelief, as the man described the gruesome details of a crime that took place in his house. David felt his face burning. He wanted to be anywhere but there.

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