Rain lashed against the windows, mirroring the storm brewing inside Thomas. He shuffled into the therapist's office, the soles of his shoes squeaking a mournful tune against the polished floor. The waiting room's magazines lay scattered and untouched. He felt the familiar squeeze in his chest, a feeling of despondency settling like a cold blanket.

He knocked, the sound echoing hollowly. The door swung open to reveal... Sarah. Sarah, who used to delight in calling him names and hiding his schoolbag. Her smile was professional, her gaze direct, but the faint ghost of a smirk, the one that once twisted her lips when she tormented him, seemed to flicker at the edges.

"Come in, Thomas. Have a seat." Her voice was soft, but it didn't lessen the feeling in his stomach. He slumped onto the offered chair, his shoulders slumped. "What's on your mind?" she inquired. Thomas swallowed, the words catching in his throat.

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