The city noise seemed to penetrate every fiber of Clara’s being, making her long for the quiet of her apartment. She met Emily, excited, perky Emily, who was eager to tell her about her new and exciting job, which was a job she had been discussing for months now. Emily's job was at a cutting-edge design firm. The job involved travel, and meetings with the wealthiest people in the country. She was always so well put together. Today, she was radiant. She showed Clara the sketches. They were beautiful. But Clara saw the stamp on the bottom. The stamp said "City College Design Competition." She swallowed hard, the air tasting thin.

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