The clatter of branches and splintering wood echoed through the quiet cul-de-sac. Sarah, already halfway through her second cup of coffee, slumped further down in her chair. The rhythmic thump, thump, thump of her own heart in her chest felt like a dull, unwelcome metronome.

She glanced out the window. Mr. Henderson’s ancient maple had finally succumbed. He was standing there, his shoulders slumped, surveying the wreckage. She considered ignoring the scene, letting him deal with it.

Then, she remembered the smell of his freshly baked bread that morning. Guilt, a familiar weight, settled in her stomach. She slowly rose, her limbs feeling like lead weights.

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