The walk to the Dean's office felt like traversing a desert. Every step was a monumental effort. The sun beat down mercilessly, adding another layer of discomfort to his already strained state. He felt the tension in his jaw, the ache in his lower back.

He’d known, deep down, that something was off. The hours, the sheer volume of work. It had felt like climbing an endless mountain. Now, he was being told he’d fallen.

He reached the heavy oak door and took a shaky breath. He felt utterly depleted, emptied of all fight. He wanted to just… lie down.

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