"Just one more box," she muttered, her voice barely a whisper. The dusty attic air felt thick, heavy in her lungs. She’d been sorting through her late grandmother’s belongings for hours. Then she saw the envelope. She knew the name. She recognized the handwriting. A wave of exhaustion washed over her. She sank onto an old trunk, the letter trembling in her hand. The apology, decades late, felt like another weight on her already burdened soul. She closed her eyes, seeking a moment's respite from the insistent throb behind her temples.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214