The empty stage. The silence, amplifying the echoes of her recent misfortune. The musical, the one she’d written, the one she’d poured her heart into, was now a distant, perhaps impossible, dream. The scholarship was meant to finance everything, and now it was given to another.

She wandered through the theatre, the cold air seeping into her bones. She ran her fingers across the velvet curtains, the texture a stark contrast to the emptiness she felt inside. She remembered the thrill of casting the show, the excitement of rehearsals. Now all she felt was a deep, aching sadness.

She sat down in an empty seat, the darkness of the auditorium engulfing her. Every creak and groan of the building echoed her feelings. She closed her eyes, and let the darkness consume 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