Mark dragged himself through the door, the grocery bags feeling heavier than usual. He kicked them aside without bothering to unpack them, heading straight for the bedroom. His shoulders were slumped, his gait slow. He found Emily at her desk, engrossed in something. When he caught sight of the open laptop, a sense of dread washed over him.

The title of the document, "Beneath the Surface," was enough to send a shiver down his spine. The protagonist, "Marcus," bore a striking resemblance to him. As he scanned the pages, his breath caught in his throat. Emily had captured his flaws, his weaknesses, his self-doubt with brutal clarity. He was portrayed as a man burdened by secrets, consumed by internal struggles he thought he hid well. A wave of nausea threatened to overwhelm him.

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