He stared at his reflection, the image unfocused, a bit out of sync. He had gotten the letter that morning, the one that said his financial aid was going away. It sat on his desk, crumpled. Everything felt a bit… slow. His usual energy had evaporated, replaced by a profound feeling of weariness.

He ran a hand through his hair, a gesture that did little to ease the tension knotting his shoulders. The campus, usually a source of excitement and opportunity, now felt like a vast, intimidating space.

He started, hearing a knock at the door, but just closed his eyes to fight off the heavy, weighted feeling that had settled in his chest.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239