A headache was building behind Maya's eyes. She slammed the file cabinet shut, the metal door resounding through the otherwise quiet office. She hated how everything felt like a chore now. The adoption results had made her re-evaluate everything she knew.

She swiveled in her chair, staring out the window at the dreary cityscape. The buildings seemed to lean in on her, suffocating her.

She wanted to quit. Walk out. Disappear. But she had a job to do. She had obligations. She felt trapped, a captive of a life she no longer recognized.

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