From his couch, the world appeared to be moving at an accelerated pace, leaving Ethan struggling to keep up. The email notification – "Thank you for your application" – felt like a crushing blow. The advertising internship he and Daniel, his college roommate, had both eyed was now out of reach.

He’d envisioned himself already in the office, brainstorming ideas. Now, the vision was shattered, and he felt the weight of failure. He grabbed the remote, flipping through channels without watching.

A text buzzed: Daniel had received an offer. Ethan felt an ache in his chest. He managed a weak smile, but the joy felt artificial. The world felt dull, grey, and difficult.

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