The afternoon sun, streaming through the window, felt like a burden. Mark ran a hand through his hair, leaving it a mess. The house felt strangely still, the usual sounds of activity replaced by an almost deafening quiet. He had just finished reorganizing the basement when he found a forgotten box. Inside, amidst old photographs and trinkets, he discovered an old letter. It was written to an old friend, but never sent.

“I’m not sure how much longer I can keep doing this,” it began, reflecting a sentiment.

He sat on the damp basement floor, the chill seeping into his bones. His limbs felt heavy, and his thoughts swam with the day's events. He closed his eyes, wishing for an escape. He was done.

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