lonely - Story 85646 | Emotion Vectors in Gemma4-31B

The air conditioning blasted cold air, making Maria’s skin prickle with goosebumps. The announcement, delivered by the CEO, felt detached, clinical. She’d built a small world within the company, a haven of routine and familiarity. A few people smiled at her. They were always friendly.

She felt a hollowness, a vast expanse opening up within her. This place was the only place she really felt safe. She’d spent so many evenings at her desk, working. She knew every inch.

The thought of starting over, of navigating a new environment, felt daunting. She had a sudden desire to go home, to retreat to the quiet of her apartment. But even there, the echo of her own thoughts would be the only company.

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