The overhead fluorescent lights of the bank hummed, a monotonous drone that seemed to amplify the dull ache behind Amelia's eyes. She leaned heavily on the counter, clutching the withdrawal slip, the paper cool against her clammy hand. Her husband, David, had always been meticulous with their finances, so finding this separate account, overflowing with a substantial sum, was a complete shock.

She blinked, trying to focus on the numbers. Years of small, secret contributions. Years of… what? Deception? Relief washed over her, only to be quickly replaced by a profound emptiness. She felt like she'd been running a marathon and was suddenly, unexpectedly, told to stop.

“Ma’am?” The teller's voice cut through the fog in her brain. Amelia straightened, forcing a smile that felt brittle, and pushed the slip forward. "Just, uh, withdrawing everything," she mumbled, the words catching in her throat.

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