The familiar click of the door closing echoed in the empty apartment. Mark dropped his bag onto the floor, the thud resonating in the quiet. He had just read Dr. Evans's announcement. He wanted to scream. He had been pushing himself so hard, battling the endless demands of his thesis, his life reduced to a blur of research, writing, and revision.

The thought of going through the process again, of building a new relationship with someone new, felt utterly crushing. He wandered aimlessly to the kitchen, opening the refrigerator. There was nothing there. He felt the weight of everything he still needed to do, pressing down on him. He felt like he could barely hold himself together. He leaned against the counter, suddenly overwhelmed. He felt depleted.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208