Rain lashed against the window, mirroring the tempest inside David. The news of Ethan's cross-country move felt like a physical blow. Heโ€™d just watched Ethan's moving trucks leave the driveway.

He wandered through Ethan's empty apartment, each room echoing with the ghost of laughter, the scent of shared meals, the imprint of their history. It all seemed so distant.

He ran a hand over the cold countertop, a feeling of emptiness washing over him. David felt a hollowness in his chest, a vacuum where the certainty of their friendship had once resided. He picked up his phone, ready to call Ethan, but the gesture felt pointless, as though he couldn't reach him anymore.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255