"Another day, another dollar," Marcus mumbled to himself, the words failing to rouse him from his lethargy. He just couldn't seem to shake this feeling. The thought of facing another shift at the restaurant was almost unbearable. He sighed, the sound echoing the emptiness inside him.

He glanced over at Mr. Callahan’s house. Mr. Callahan was always so upbeat, always cheerful. He watched as Mr. Callahan emerged from his house, carefully adjusting the silk scarf around his neck, before getting into a luxury sedan.

It wasn't fair. The contrast between them felt like a punch to the gut. Marcus felt a tremor of something bitter.

That evening, he was taking out his trash when he saw a string of limousines parked outside Mr. Callahan’s house. Caterers were carrying trays of food. He clenched his jaw.

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