The dusty attic air hung heavy with forgotten memories. Sunlight sliced through the gloom, illuminating dancing motes of dust that mocked Eleanor's stillness. Finding the time capsule wedged beneath a stack of old photo albums was a shock. A jolt. She’d always been a collector, a hoarder of memories, but this… This was different. A collection she could barely remember.

Her fingers traced the inscription on the metal box, the letters worn with age. She felt the dull throb behind her eyes, the familiar weight in her limbs. The weight of her circumstances. The silence of the house, usually a comfort, felt oppressive today, amplifying the quiet desperation within her.

She picked up a nearby photo, a younger version of herself grinning into the camera. The contrast between that vibrant smile and her own present state hit her like a physical blow. The capsule remained unopened, a promise of a past she wasn't sure she could face.

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