The clatter of the train set filling the living room grated on David's nerves. He leaned heavily against the doorway, feeling a strange heaviness in his chest. His model railway, once a source of endless fascination, now seemed to mock him with its complexity and the sheer time it consumed. Nine-year-old Finn, however, was in his element, a conductor of chaos. His face was lit up with glee. "Dad, the tunnel! It needs another support beam!" David just gave a little wave of his hand and retreated to the kitchen.

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
à°­à°¿-0.214