The air in the IT department felt thick, stagnant. Liam dragged his feet as he walked down the hall, the soles of his shoes slapping softly against the linoleum. The new role in human resources was a move upwards on the company’s internal structure, supposedly, but it felt more like a demotion. He much preferred fixing servers to people.

He picked at a loose thread on his sweater. It seemed to embody his mood – unraveling, fraying at the edges. His fingers were already stained with ink from a leaky pen, and he hated it.

"Liam, good to see you!" Sarah, from HR, bounced up to him, her smile wide and artificial. "Ready to start?" Liam forced a smile back, but the muscles in his face felt stiff and unresponsive.

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