โ€œFine, letโ€™s get this over with,โ€ said Emily. The sentence came out flat, hollow. The attic seemed to amplify her feelings, to intensify the quiet ache that had settled within her. She was barely doing anything, yet she was always exhausted.

The air in the attic was stale, the sunlight weak. The space seemed to reflect her state of mind. Each item she encountered felt like a forgotten burden, a piece of someone else's existence that now belonged to her.

She unearthed a collection of photographs. Smiling faces, families posed together. He picked one up, a photograph of a woman and a child, faces full of joy. The smiles felt like a taunt, reminding her of the emptiness of her own world.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.398
S0.348
โ€™0.325
ness0.320
ๆ— ๆณ•0.308
Suppressed:
de-0.297
l-0.256
๐Ÿ‘-0.251
sonra-0.240
aud-0.240