He pulled open the battered wooden drawer. Inside, nestled amongst old photographs and dried flowers, he found it. His grandmother's letter. He was surprised. He knew his grandmother. He couldn't imagine a time when she was anything other than the steady, unflappable matriarch of the family. The handwriting was hesitant, the ink faded, but the message was clear. She felt like she was drowning.

The words were shocking, revealing a vulnerability he never knew existed. His grandmother, a stay-at-home mother, had written of feeling "drained by the incessant demands of maintaining a household" and "the lack of personal fulfillment." He felt a prickle of discomfort, and a wave of empathy washed over him. The weariness of his grandmother, of all those years ago, echoed in his own bones. The weight of his own responsibilities felt heavier than usual.

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