A sigh escaped Maya’s lips, a sound as deflated as a punctured tire. She had been looking forward to this semester. She’d even bought a new backpack with a ridiculously large number of pockets. Now, all the joy had been sucked out of the air, leaving a vacuum where ambition used to reside. She slumped onto the bench, her back curved like a willow tree in a storm.

She’d spent the last three years building a life here, friendships, a future. Everything now felt fragile. The bricks and mortar of her carefully constructed world felt unstable, and she imagined them about to crumble. She looked at her phone, and scrolled through the endless news articles. The news of the closure had broken out in the student body and a new wave of hopelessness washed over her.

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