He’d always envisioned this. Walking across the stage, a proud graduate, his name announced with Dr. Chen’s booming voice. Now, the thought felt distant, fading. He sat at his desk, the papers scattered around him, each one a reminder of the task that felt insurmountable now that Chen was leaving. He picked at the corner of a Post-it note, peeling it back and forth.

The afternoon sun, usually a welcome visitor, seemed to mock him. It streamed in the window, illuminating dust motes dancing in the air, a cheerful scene that stood in stark contrast to the thick, sluggish feeling settling within him. He leaned back in his chair, feeling the upholstery against his skin as though it were made of lead.

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