The afternoon sun, though muted by the grimy window, felt like a spotlight on her face. Every sense seemed heightened, every sound amplified. She found herself picking at a loose thread on her coat, a nervous habit she hadn't realized she still had. The shop was a blur, a collection of forgotten things.

She stood at the counter, her shoulders slouched, the effort of remaining upright almost overwhelming. The shop owner, a man whose face was a roadmap of disappointments, leaned over the counter. He said something, but the words seemed to float away.

Then, it caught her eye. In the shadows, a glint. A familiar shape. She walked towards it, her legs feeling like lead. Her grandmother's ring, a tiny beacon of memory in a sea of forgotten treasures. She just stood there for a long moment, simply staring.

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
à°­à°¿-0.214