The relentless sun beat down on David, mirroring the internal heat that caused him so much distress. His head throbbed. He walked aimlessly down the street, his usual vibrancy replaced by a deep sense of apathy. The thought of engaging with anyone, even a friendly neighbor, was exhausting. He found himself at a yard sale, drawn by an instinct he didn't understand.

He listlessly looked at the items, everything appearing blurred and indistinct. Then, in the shadow of a folding table, he saw it. A bear, its fur a muddle of faded colours, its stitched nose barely clinging on. The bear looked back at him with an expression of stoic resilience. It was his old friend, Humphrey.

A sudden, sharp pang of nostalgia hit him. He reached out, his fingers tracing the bear's worn paw. "How much?" he asked, his voice rough with emotion. He had to have him, no matter what.

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