A slow, lethargic kind of sadness permeated the air in David’s room. He sat hunched over his desk, the failing grade on his Spanish quiz staring back at him. He felt as though the very air had become dense, making it difficult to breathe. The disappointment was crushing, and it made him physically weary.

His usual drive and enthusiasm had vanished, replaced by an overwhelming sense of fatigue. He just wanted to close his eyes and drift away, to escape the crushing weight of his perceived failure. He closed his books and sighed, wanting the day to end.

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