The late afternoon sun cast long shadows across the empty classroom. Ms. Albright leaned heavily against her desk, the worn wood cool against her cheek. Each passing minute felt like wading through thick mud. The end-of-year paperwork loomed, a monstrous pile threatening to engulf her. A small, brightly wrapped package sat on her desk, a splash of color amidst the bureaucratic beige. She didn’t recognize the handwriting on the tag.

She cautiously lifted the box. It was surprisingly light. With a sigh, she carefully unwrapped it, the paper crinkling loudly in the silence. Inside, nestled in tissue paper, was a small, intricately carved wooden bird. A note accompanied it. "Thank you, Ms. Albright, for believing in me. - Daniel." A small, watery smile touched her lips.

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