The bustling art gallery was a sensory overload for Olivia. The chattering voices, the bright colors, the smell of expensive perfume – it all felt overwhelming. She’d spotted Ben, her old friend, across the room. The years had been kind to him. He was handsome, confident, and surrounded by admirers. She managed to navigate to him, her heart thumping a frantic rhythm. He turned, his eyes met hers, and a polite, unfamiliar expression crossed his face. "Can I help you?" he asked.

Olivia’s mouth went dry. Her meticulously planned introduction evaporated. She felt the blood draining from her face. She felt a profound weariness, a bone-deep exhaustion she couldn’t explain. She opened her mouth, but the words felt like they were trapped.

She took a shaky breath and turned to walk away.

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