The radio, tuned to a static-filled station, provided a soundtrack to the emptiness of the apartment. She sat on the couch, the blanket pulled tightly around her, as if to ward off a cold that had settled deep within. Outside, the world continued, but she was trapped.

A polite rap on the door. It was her neighbor, Mr. Garcia, a man who always seemed to be brimming with life. He held a seed packet in his hand. “Elena, I was thinking of putting in a small vegetable garden, and I was hoping you'd be alright if I used a small section of your yard. Just enough for some peppers and maybe some basil."

The thought of fresh, vibrant vegetables seemed almost painful. She looked at him, at his cheerful anticipation, and felt a heavy wave of weariness wash over her. “Whatever,” she mumbled, her voice flat and defeated. It seemed so much effort.

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