I walked into the guest room, the air a dense and musty blanket. Cleaning out my mother’s house after her passing was more than I thought it would be. I opened the first box, a wave of familiar smells hitting me – old paper, chalk dust, and something else I couldn't place. I slowly sank down onto the floor, my legs not wanting to cooperate. Inside, a collection of my childhood report cards, each one carefully preserved. My eyes scanned the grades, the teacher’s comments. A profound sense of… something, washed over me. I felt the slow, steady pull of gravity.

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