The old house creaked around her, a symphony of forgotten stories. Amelia, back in her childhood home for the first time in years, was on a mission. She pulled out a box filled with old photographs. Her mother had requested she look through them. Amelia was not looking forward to the task.

The first photo was of her parents, on their wedding day. Her mother, radiating joy, had always told the story of a perfect romance. But then, she found a different photograph. Her mother and another man. The man was smiling, and her mother looked relaxed.

The photos documented a secret affair, a life she never knew existed. Amelia felt a cold, crushing weight in her chest. The perfect facade crumbled. She was utterly alone.

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