The hum of the fluorescent lights in the office was grating, a constant assault on her already frayed nerves. Each day felt like slogging through quicksand. Sarah, the last one left. Her co-workers had gone home, leaving her alone with the mountain of work. It was after hours and she just wanted to go to bed. The mail was a tedious chore, but it had to be done. A letter, its envelope thick and textured, caught her attention. A name she hadn't seen in decades. He wrote about his deep regrets. She felt a pressure in her chest, a tightness that made it difficult to breathe.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208