The phone lay silent on the table, another evening passing without a call from Michael. The apartment, usually filled with the aroma of his cooking, was eerily empty. Thomas felt a deep, pervasive sense of unease. He wandered from room to room, touching objects, the familiar textures offering no comfort.

While sorting through a drawer, he found a small, leather-bound book with a gold-leaf inscription: "Before the World Changes." He flipped through the pages with a growing sense of dread.

One item, written in bold letters, stood out: "Attend a live music performance with Thomas." Michael loved music; they had always talked about it. He felt his face flush with a wave of unexpected shame. They hadn't gone out in months.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241