“Unbelievable,” Sarah whispered, her voice cracking. The news felt like a punch to the gut. Her carefully constructed life had been torn apart. Her past, filled with teenage angst and vulnerabilities, had been laid bare. She found it hard to breathe.

She’d spent the day in a daze, moving through the motions of everyday life, all the while feeling a detached observer. The phone rang incessantly, each call bringing a fresh wave of panic. She felt a profound heaviness, a crushing burden.

She sat on the sofa, staring out the window, the city lights blurred by unshed tears. The urge to simply retreat, to withdraw from everything, was almost overwhelming.

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
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208