The sun beat down on the small, cluttered storage unit. He fanned himself with the paper. The letter, penned in a frantic scrawl, was a stark contrast to his mother's usual neat handwriting. She had resigned from her job as a social worker. The letter spoke of "the crushing weight of other people's problems" and the "unbearable sense of helplessness."

He felt the familiar pressure in his chest. His own work felt like an uphill climb. He knew what she had meant. He could feel it too. The endless parade of problems, the constant demands on his time. He rubbed his eyes, feeling the sting of unshed tears.

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