The car ride felt interminable. Amelia stared out the window, the familiar landscape blurring into an indistinguishable stream of greens and browns. She could feel the dull throb behind her temples, the nagging ache that had been constant for days. The knot in her stomach tightened with each passing mile.

Her mother’s voice, a steady hum beside her, faded in and out of her awareness. She couldn’t seem to focus on anything. The prospect of seeing the house, stripped bare and empty, filled her with a profound sense of weariness.

She shifted in her seat, trying to find a comfortable position, a futile attempt to ease the physical discomfort that mirrored her emotional exhaustion. She just wanted to be done with it all. To wake up and it to be over.

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