The notice, a stark white rectangle thumbtacked to the ancient oak of the student union, swam before Elias's eyes. He felt a profound heaviness settle in his stomach, a leaden weight pulling him downward. He’d barely finished his lukewarm coffee when his phone buzzed. It was his mom. He knew what she was going to say. He didn't answer. He turned and shuffled toward the library, the setting sun painting long shadows that mirrored the growing darkness within him.

He barely registered the rustle of leaves or the chatter of students. He found a secluded carrel and slumped into the chair, the familiar vinyl offering no comfort. His fingers traced the worn cover of his textbook, the words blurred. The thought of all the unfinished assignments, the looming exams, now seemed like a cruel joke. He pulled his hoodie closer, huddling against a sudden chill that had nothing to do with the temperature.

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