Sarah glared at the ornate silver locket, resting innocently in her brother's outstretched hand. The way he was smiling, all sunshine and light, grated on her nerves. He clearly had no idea what it meant to her.

"It's just an old trinket, Sis," he said, his voice brimming with unearned cheer. The blood thrummed in her ears.

"Just a trinket?" The words emerged as a strangled whisper. She felt a heat crawl up her neck.

He continued, oblivious, “We could get a good price for it, help with the house payments.” She wanted to scream.

She snatched the locket from him, her fingers curling around the cold metal. "Leave it," she muttered, her jaw clenched tight. She spun around and left without saying goodbye.

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