The office air hung thick and stale, a constant reminder of deadlines and demands. David stared at the letter, its crisp paper a stark contrast to the chaos swirling around him. It was a letter to his college professor, explaining his sudden withdrawal from school. He'd never sent it. The shame, the feeling of failure, had been too overwhelming.

He reread the words, now years old but still vibrant with the fear and confusion he had felt. His stomach churned. The memory of the sleepless nights, the overwhelming sense of dread, was still vivid. Now, every morning felt like a battle to stand on his own two feet. He wished he could go back, make things different, but the weight of the past pulled him down.

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