The city lights blurred through the rain-streaked window as Eleanor stared at the text. “Something came up. So sorry.” The words echoed in her mind, a repeated stab. She'd been looking forward to this, the gathering of people, the warmth, the shared laughter. It felt like someone had extinguished a light within her.

She picked up her phone, scrolling through contacts, but finding no one to call. The silence of the apartment felt deafening, the vast expanse surrounding her a stark reminder of her isolation. She closed her eyes, and a single tear escaped, tracing a path down her cheek.

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