The sheriff’s deputy gave a curt nod and left, the eviction notice a cold weight in Ethan’s hand. He crumpled the paper, throwing it against the wall, but then he quickly retrieved it, smoothing it out almost immediately. His apartment was already sparse, a reflection of the life he led. Each surface, from the kitchen counter to the desktop, was devoid of clutter.

He ran a hand through his hair, his mind buzzing with the practicalities. Finding a new place, packing his few belongings. The thought sent a chill through him, a feeling of being untethered. He pulled up his phone and scrolled through his contacts, a list of names that felt more like ghosts than friends.

Later, he walked to the corner store and bought a beer. He stood on the sidewalk, nursing the bottle, watching the other people. Their easy interactions with each other a constant reminder of how far he was from them.

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