The slam of the door, followed by a shouted complaint from Mrs. Davies, sent a jolt of alarm through Maria. She had been lost in the music, a desperate attempt to escape the relentless ache in her chest. Now, the music had become a weapon.

She sat on the edge of her bed, her hands clasped tightly in her lap. The silence that followed was more agonizing than any noise. She felt a profound sense of weariness, a bone-deep exhaustion that seeped into her very core.

Tears welled in her eyes, blurring the already indistinct shapes of her room. The world felt harsh, unforgiving. She wanted to disappear, to vanish into the nothingness that surrounded her. The music lay still, a constant reminder of her failures.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322