He stared at the blank page in front of him, the cursor blinking mockingly. The words wouldn’t come. He felt a deep inertia that held him captive. Then, the telltale buzz of a notification. “Mrs. Grant is now following you.” His creative writing teacher. She would expect him to be more creative. She would be able to see all of his failures. A sense of weary resignation settled over him. The thought of engaging with anyone felt like too much to bear, especially when he wanted nothing more than to curl up and be alone.

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