Rain lashed against the window as Michael slumped onto his couch. The message from his sister, Sarah, had landed like a punch to the gut: "Plans changed. We'll reschedule later." He stared at the grey screen of his phone, the unread messages a mountain of disregarded hopes.

He felt the familiar knot tighten in his stomach. Heโ€™d meticulously planned for this: the music, the food, the silly decorations. He'd even bought a new shirt. Now, all of it seemed ludicrous, a performance for an audience that wasn't coming.

The apartment felt too warm, stifling. He peeled off his shirt, the fabric clinging uncomfortably to his damp skin. He wanted to scream. Instead, he just sat there, the rain blurring the city lights outside, mirroring the blurry edges of his own existence.

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