"I can't believe it," she muttered, staring at the faded sign that read, "Sammy's Subs." Tears pricked at her eyes. The idea of never eating one of Sammy's signature sandwiches again felt like a cruel joke.

She remembered the friendly staff, the overflowing menu, the way the smell of the shop would greet her from blocks away. It was a sensory haven. She felt a profound emptiness at the thought of it being gone.

She stood there, feeling the wind cut through her. She felt bereft. She hugged herself, trying to find some semblance of comfort. The world, already complicated, now felt even more difficult to navigate.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290