The ballroom seemed impossibly bright, the music too loud. Sarah navigated the crowded room, her movements slow, deliberate. She kept bumping into people, muttering apologies.

Her mother, radiant in a shimmering gown, caught her eye. Sarah managed a weak smile, but her heart was miles away. The noise felt like a physical assault. She needed to sit down, to be still.

Her gaze drifted to the buffet table, the array of food blurring before her. The thought of interacting, of making small talk, of delivering the speech… it was too much. Her energy had vanished.

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