Ms. Ramirez sat at her kitchen table, the half-finished dinner growing cold. The day's events swirled in her mind, a chaotic dance she could no longer keep up with. Every action felt like a Herculean effort. A small, brightly colored envelope had arrived in the mail earlier, a stark contrast to the bills and junk mail she usually received.

Inside, she discovered a voucher for a massage. Accompanying it was a note: "You always looked after us. - Alex." Her stiff shoulders visibly relaxed as she considered the prospect of unwinding.

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