"Unbelievable," Daniel hissed, more to himself than anyone else. He had thought that perhaps this day he would find some solace. The world outside the office was always less cruel, he'd thought.

He'd spent his whole childhood climbing that sycamore. He knew every branch, every twist of the bark. Now, it was gone.

The empty space felt like a betrayal. He ran a hand through his hair, a useless attempt to smooth it. His jaw ached with the effort to keep his composure. He felt a deep, chilling emptiness.

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