He hadn't touched his telescope in years. His son, Max, however, had inherited his passion for astronomy. From the window, he watched Max's excited face as he gazed at the stars. Thomas had once known every constellation, every planet. Now, his knowledge felt faded, forgotten.

He felt detached from the world outside, the vastness of space. He was a shadow of his former self. He found himself sitting in the dark, the blackness of the night sky mirroring the void in his heart. The stars shone brightly, oblivious to his quiet despair.

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
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255