The weight of the day pressed down on her. Emily slumped onto the park bench, the cold seeping through her jeans. It had been a long, stressful shift, and all she wanted was to go home. Her husband, Ben, was in the apartment ahead of her. She’d found him on the phone, his back to the door, his voice a low, excited murmur. He jumped slightly when he saw her, quickly ending the call. The sudden, forced cheerfulness in his eyes grated on her. She felt a familiar pull to sink away, to find a place to rest.

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