The apartment felt oppressively quiet. The silence echoed the hollowness inside Clara. She shifted through the items her grandmother left behind. The house seemed to settle, creaks and groans of the old wood were unusually loud. Her hand brushed against a thin envelope, tucked away inside a worn leather-bound book. Opening it, she found a letter. Her grandmother's resignation from her teaching position, dated the year before she died.

Clara slumped against the sofa, the paper trembling in her grasp. The words seemed cold, detached. Her grandmother had always been a font of stories. She felt the tears begin, stinging her eyes. She felt the weight of her grandmother’s past on her shoulders. The letter lay limp in her hand.

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