The date was etched in her memory, a constant, unpleasant reminder. She woke up this morning with a heavy heart, her sleep restless. The sunlight streaming through the window seemed mocking, too bright. She felt as though she was dragging herself through the day, her limbs heavy.

She made coffee, but the taste was metallic in her mouth. She stared out the window, her gaze unfocused.

She remembered the laughter of children and the warmth of a loving home. She closed her eyes, trying to recapture the feeling, but it was gone, lost to time. She felt the tears sting her eyes. The old house, a symbol of her past, was about to vanish. The world outside the window felt like a different world. She felt profoundly bereft.

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