"So, that's it then?" Clara asked, her voice barely a whisper. The question hung in the air, unanswered, as she stared at the half-finished painting on the easel. The bright colors of the canvas seemed to blur, swimming before her eyes.

The news that Leo was leaving for London was a punch to the gut. They’d spent countless hours together in this very studio, sharing dreams, ambitions, and the occasional spilled paint. Now, there would be no more impromptu sketching sessions, no more shared inspiration.

She set down her brush, the bristles heavy in her hand. The space felt enormous and cold. She wanted to scream, to shatter something. But all that emerged was a silent, suffocating feeling.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199