The relentless chatter of the yard sale was a constant assault on Emily’s senses. She felt as though her brain was wrapped in cotton wool. The day's events had left her feeling utterly depleted. She yearned for solitude, for quiet, for stillness. She wanted nothing more than to cease all activity.

She dragged herself past a table piled high with toys, her attention caught by a familiar gleam. A bear. Her old bear, Barnaby. She knew it instantly, even with its missing ear and worn patches. A sudden welling of emotion threatened to spill over.

"How much?" she asked, her voice barely audible. The seller rattled off a price. Emily paid, then turned away, clutching Barnaby. The world was beginning to blur at the edges, and all she wanted was to be alone, to be still.

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