The old desk in the spare bedroom held a trove of his mother's belongings. He pulled open the top drawer, exhaling slowly. He located the letter, neatly folded and tucked away with old stamps and postcards. It was a letter of resignation from her job as a nurse.

He read the words, "I can no longer provide the necessary care," and "the constant exposure to suffering has left me depleted." He placed the letter down, his gaze fixed on the ceiling. The air in the room felt thick, heavy with unspoken emotions. He felt his own reserves of compassion dwindling, his ability to cope with the daily onslaught of problems fading.

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