"Are you even *listening*?" Sarah snapped, her voice sharp. Her husband, oblivious as ever, was rambling about the office. She'd been waiting for him to get home. She needed to talk, to say something, but the words felt like lead in her throat. The DNA results had confirmed her suspicions: she was adopted.

She sat rigid, arms crossed, her gaze fixed on the flickering flames in the fireplace. The comfortable warmth felt like a mockery of her inner frost.

“Honestly, sometimes I feel like you don’t hear a word I say," she continued, her voice heavy with unspoken feelings. The air in the room felt thick with unspoken resentments. Why now? Why did she have to learn this now?

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