The vibrant colors of the art gallery seemed to bleed together, losing their vibrancy. Chloe stared at the artwork, but couldn’t focus. The knowledge that Jack wasn’t a gallery owner, but a part-time security guard, was a punch to the gut. She’d always admired his apparent sophistication, the effortless way he spoke about art and artists.

She felt a hollowness in her chest, a sense of betrayal that extended far beyond the job lie. She felt a profound sense of disillusionment. She wanted to scream.

She excused herself from the gallery, the polite words feeling hollow on her tongue. The sunshine outside felt too bright, too cheerful.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322