The attic air hung thick and heavy, dust motes dancing in the lone sunbeam slicing through a crack in the boarded-up window. Sarah shifted a box, the cardboard groaning in protest. Her back ached, a persistent throb that seemed to echo the slow, dull beat of her own heart. She'd been at it for hours, sifting through the detritus of her deceased mother’s life.

She stumbled upon a small, wooden trunk. Inside, nestled amongst yellowed tissue paper, was a sealed envelope addressed in her mother’s elegant script. Curiosity piqued, she tore it open. It was a draft letter. A draft letter of resignation from her mother’s job as a librarian.

Her eyes scanned the words, the familiar looping letters forming sentences that were strikingly unfamiliar. The letter expressed a longing for something more. For a life unburdened. For freedom. Sarah pressed the paper to her chest, the weight of the past settling upon her like a shroud.

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