Liam's apartment felt like a tomb. The air was stale, the silence oppressive. He sat at his desk, staring blankly at the code on his screen, the logic of it lost on him. He hadn't been able to focus on his project for days. "BinaryStar," his online gaming buddy, was the only one who seemed to understand. They had spent countless hours strategizing and competing.

A message from BinaryStar: "Yo, I'm at the gaming store on Oak Street. Need a new controller." Liam's heart gave a little jump. Oak Street was, like, right down the street.

He felt a sudden surge of awareness, a flicker of interest. He typed back: "What kind are they selling?" He also realized he needed a shower. Maybe.

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