He'd started smoking again. Each cigarette was a small, self-destructive act, a burning symbol of his internal fire. The air was thick with smoke, a hazy curtain between him and the outside world. He sat by the window, watching the construction workers. Their focused efforts were a testament to something he couldn't grasp.

He thought of all the projects he had started and abandoned. The unfinished painting in the corner, the guitar gathering dust, the novel that remained a collection of fragmented ideas. He felt a profound sense of inadequacy, a deep, pervasive feeling of being… nothing.

The constant sounds of progress were a direct insult to his inertia. Each nail hammered, each board sawed, a physical manifestation of his own lack of movement. He stubbed out his cigarette, a dull ache settling in his chest.

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