The sofa cushions molded around Amelia as she sank into them, every limb leaden. Daniel, across the room, was animated, bouncing on the balls of his feet. "The time we went camping! Incredible! Remember that crazy storm?"

Amelia closed her eyes for a moment, the faint memory a struggle. She saw a muddy tent, a damp sleeping bag, a relentless drizzle. "I remember the rain," she murmured, her voice thick.

Daniel went on. He described the thrilling spectacle of the lightning, the crackling campfire, the shared stories under the canvas. For him, it was a bonding experience.

Amelia’s memory was of constant discomfort, the gnawing cold, the feeling of being perpetually damp. She felt herself withdrawing into her own internal space, a silent space separate from Daniel’s enthusiasm. "I mostly remember being cold," she whispered, her voice barely audible.

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