The speeches seemed to drag on forever, each platitude a further insult to his weary soul. He sat slumped in his chair, feeling the weight of the day settle heavily on him. He picked at the tablecloth, tracing the intricate pattern with his finger, anything to distract himself from the oppressive atmosphere.

The room throbbed with a forced gaiety that he found unbearable. He felt as though he were trapped in a bubble, separated from the joy of the other guests. The upbeat music grated on his nerves, and his head throbbed.

Then, he saw her. Standing at the bar, laughing and joking with some friends. His heart skipped a beat. A wave of exhaustion washed over him. He felt the blood drain from his face. He quickly looked away, wanting only to disappear.

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