Sarah slumped against the chipped paint of her apartment door, keys clattering to the floor. The sterile white walls seemed to close in, mirroring the hollowness inside. She hadn't cooked in days, the fridge a wasteland of forgotten leftovers. The DNA results, still clutched in her hand, felt like a lead brick. Her "parents" had been so eager to show her love and affection when she was younger, and now she'd find out she wasn't related to either of them. The news had left her feeling... drained. She wanted to scream, to lash out, but the wellspring of emotion felt stagnant, frozen solid.

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