"Another day, another disappointment," Clara muttered, staring at the ceiling of her bedroom. She’d been rejected from a music program. Her dreams felt further away than ever. The sunlight streaming through her window seemed mocking.

Then, from the living room, a sound. Her brother, trying to play his guitar. "The Ballad of Lost Stars," a song she wrote, and he’d never liked. He was slaughtering it. The chords were wrong, the rhythm was off. She wanted to shut it all out.

She buried her face in her pillow, muffling the discordant sounds. Each wrong note was a fresh blow. She felt the tears welling up, but she willed them away. The song wasn’t hers anymore.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239