She felt a tightening in her jaw, a clenched fist forming in her stomach. The hallway felt smaller than it had before, the artwork, a collection of watercolor paintings she’d created as a child, seemed to mock her. She hadn't wanted to come back. Not like this.

Her mother's scent, a cloud of lavender and vanilla, filled the air, a constant reminder of the life she’d left behind. A life that, apparently, included her.

"Breakfast is ready, dear," her mother chirped, her voice too bright. She imagined throwing the plate of scrambled eggs, the toast, the little silver dish of jam, across the room. She forced herself to sit, a muscle twitching in her cheek.

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