The house seemed to exhale the past, a slow, mournful sigh that echoed the feeling inside Clara. Her brother, Ben, was busy sketching the front facade, a look of focused concentration on his face. She envied his ability to find beauty in things, to see the potential where she only saw the weight of what was.

She wandered through the empty rooms, the sunlight casting long shadows across the dusty floors. The silence was deafening, broken only by the creak of the floorboards under her feet. She touched the cold, empty fireplace and felt an emptiness in her own soul.

"I think I'll go for a walk," she murmured, her voice barely a whisper. Ben didn't look up, too absorbed in his drawing. She slipped out the front door, leaving him to the task.

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