The empty gallery echoed with a silence that amplified every footstep. The time capsule, resting on a pedestal, was the center of an art installation I'd never planned. The gallery was usually a place where I felt at home, a place of creative expression. Not today. It felt so far from my current reality.

I ran a hand across my neck, a gesture of nervous tension. The bright lights seemed to intensify the shadows in the room. The silence felt heavy, a suffocating blanket. The metal box became a mirror, reflecting a state of incompleteness.

I turned away from the capsule, not wanting to confront the person who'd buried it. The thought of opening it felt like peeling back a scab that was better left alone.

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