droopy - Story 35924 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with pre-show excitement, a symphony of chattering voices and rustling programs. But Clara found herself detached, adrift in a sea of noise. The music, a lively concerto, felt distant, muffled. She sat in her seat, her back straight, but her body felt as if it weighed a ton.

She noticed a man next to her yawning and rubbing his temples. He shifted in his seat, his gaze unfocused.

"Rough day?" Clara asked quietly, noticing a shared fatigue.

He nodded, without energy, avoiding eye contact. “Worse than rough. I feel like I'm trying to move underwater. Everything takes so much effort."

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