He slumped in his chair, the history textbook feeling impossibly heavy on his lap. Sunlight streamed through the window, illuminating dust motes dancing in the air, but all he could see was the email. He'd poured his heart into that application, highlighting his volunteer work, his grades, his aspirations. Now, a clerical error, a misplaced document, had rendered it all…void. A quiet shame settled over him, settling in the pit of his stomach.

His roommate, Mark, clapped him on the shoulder, oblivious. "Dude, you okay? You look like you just lost your best friend."

He forced a weak smile. "Just a bit tired, that's all." He watched Mark head off to class, a spring in his step, a world of opportunity ahead of him. He closed his eyes, picturing the debt he'd incur.

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