Liam stared at the typed words on the page, the ink faded but legible: β€œI can no longer dedicate myself to this corporation at the expense of my own integrity.” His father's signature, a bold flourish, was followed by a crossed-out closing. He pressed his knuckles to his forehead, the pressure doing little to quell the ache behind his eyes. He’d always believed his father had loved his job. Now, reading this unearthed resignation letter, he saw a different man, a man grappling with a compromise he'd hidden from the world. A wave of exhaustion washed over Liam. He sat heavily on the floor, the letter clutched in his hand, feeling the weight of unspoken truths.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322