The news felt like a physical blow. Thomas, a man of routine and comfort, read the notice about the building going condo and felt his stomach clench. He gripped the edge of the kitchen counter, finding a strange solace in the cool surface.

He watched the evening news, the familiar anchor’s voice now seeming to come from a great distance. He stared at the images of other people's lives, trying to relate, but failing.

He found himself wandering from room to room, his gaze lingering on the details he had come to love: the sunlight falling on the worn floorboards, the comfortable sag of the old sofa. This place, his place, was suddenly slipping away.

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