Rain lashed against the windows, mirroring the storm brewing inside Leo. He felt drained, the energy sapped from him like water from a dry sponge. The thought of getting out of bed seemed a Herculean task, but obligations, as always, pulled him forward. He wandered through the sprawling mess of a yard sale on his street.

He barely looked at the items; his eyes were vacant and unfocused. His shoulders slumped forward as he walked, his steps were sluggish and his breath shallow. Then, a familiar shape caught his eye: a bear, its fur matted and faded, perched precariously on a stack of books. It was Buttons, the teddy bear he had loved as a child.

His insides twisted. He remembered the bear's comforting presence through childhood terrors and lonely nights. Buying Buttons was a necessity. He didn't want to think about why. He simply needed to. "How much?" he asked the seller, his voice flat.

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