The cream-colored envelope landed on the doormat, a stark contrast to the worn linoleum. Sarah dragged herself over, the weight of the day, of the past decade, pressing down on her shoulders. She barely glanced at the return address before slitting it open.

Inside, a glossy card announced the impending doom: the ten-year reunion. A sigh escaped her, a sound almost as deflated as her posture. Another obligation. Another performance.

The thought of pulling herself together, of feigning enthusiasm for a room full of people she hadn't seen – or wanted to see – in years, made her want to retreat under the covers.

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