The chipped paint on the old park bench seemed to mock him. He sat, rigid, staring at the swing set where they had spent countless afternoons. He replayed the encounter again and again in his mind, searching for a different outcome.

He’d approached her tentatively, hesitant. He'd stammered out a hello. The look of blank confusion that had settled on her face still stung. He could almost feel the weight of their shared history, the invisible bond that had crumbled away.

He kicked at a loose stone. It sailed through the air and landed with a soft thud. He would never understand it.

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