She leaned against the railing, the ascent of the attic stairs a small but significant victory. The world felt muffled, distant. Even the dust motes dancing in the single shaft of sunlight seemed to mock her with their energy. This could wait, couldn’t it?

The floorboards creaked under her weight. A collection of old photographs, stacked haphazardly in a box, beckoned. The cardboard felt rough under her fingertips. She crouched down, her back protesting with each movement.

A photograph of a young couple, laughing under a summer sky. She traced the image with a finger, the corners of her mouth twitching in a weary smile. Suddenly, she understood what they had felt, so many years ago.

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