lonely - Story 85834 | Emotion Vectors in Gemma4-31B

He'd been distant lately, preoccupied with something she couldn't name. She saw the new bank statements on his desk. She grabbed them, her heart pounding. The password was his childhood nickname, something she hadn't heard in years. She looked at the screen, the numbers swam before her eyes. He’d meticulously saved, building a financial fortress she wasn't privy to.

A sense of isolation enveloped her. She felt like a ship adrift at sea. She made herself a cup of tea, the clinking of the spoon in the mug strangely loud in the quiet house. She felt a chasm open between them, a deep pit she didn't know how to navigate. The silence now felt like a taunt.

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:

`S`	0.416
`loneliness`	0.375
`孤独`	0.362
`solitude`	0.351
`lonely`	0.344

Suppressed:

`de`	-0.450
`l`	-0.360
`/`	-0.272
`👏`	-0.262
`B`	-0.241