"I don't understand," she said, her voice strained, “This can’t be right!” The doctor, looking thoroughly flustered, continued to flip through pages. The air in the room felt thick with tension, each second stretching into an eternity of mounting frustration.

She hated the sterile smell of the hospital, the plastic chairs, the indifferent gaze of the other patients in the waiting area. She ran a hand through her hair, the simple gesture failing to alleviate the feeling of being trapped. She felt a knot forming in her stomach, a physical manifestation of her growing discontent.

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