The coffee tasted like ash, just like everything else lately. Daniel stared out the window, the rain mirroring the gloom clinging to his mood. He was babysitting his niece, Clara, a task he’d accepted with a sigh and a silent vow to survive the ordeal. She presented him with a picture – a crude sketch of a house, but hovering above it was a creature with iridescent wings and three eyes.

He felt a knot tighten in his stomach. The ‘Sky Sprite’ was a memory he’d buried deep, a relic of a time he’d rather forget. He found himself picking at a loose thread on the sofa. “What’s this?” he asked, his voice strained.

Clara beamed. “My friend, Sparkle! He protects our house!” Daniel turned away, a wave of weariness washing over him. He mumbled something about needing more coffee.

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