The silence of the house pressed down on Olivia. The constant quiet was a weight, a tangible thing. She wandered aimlessly, the emptiness in her heart mirroring the vastness of the empty rooms. The memories were a source of pain.

A brightly colored sign beckoned her to a yard sale. Amongst the discarded toys and forgotten trinkets, a familiar shape caught her eye. There, perched on a table, sat her childhood bear, Benjamin.

Her breath hitched. She had given him away years ago, a decision she now regretted. He seemed small, worn, but still held the essence of her past. She hesitated, her fingers tracing the faded fur. The vendor spoke, but her words were lost in the roar of her own thoughts. She purchased him, the transaction feeling like a lifeline. Holding Benjamin, she finally felt a glimmer of something stir within her.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259